ICRA 2026 - Heungwoo/research GitHub Wiki

ICRA 2026

IEEE International Conference on Robotics and Automation — Vienna, Austria, June 1–5, 2026.

5,088 submissions (a record). The technical program lists ~2,820 archival papers plus 131 late-breaking results (counted from the official PaperCept program, May 31 2026 snapshot). Official acceptance rate not yet published; ICRA 2025 was 38.7% (1,606/4,153). Manipulation + learning is the largest theme — Reinforcement Learning (254), Imitation Learning (197), Deep Learning in Grasping & Manipulation (146), Learning from Demonstration (133), Dexterous Manipulation (75), Grasping (67); ≥ 46 papers have "VLA" in the title.

Surveys hosted in this wiki

  • VLA & Manipulation Survey — themed reading list across 11 clusters, ICRA-vs-ML-venue trend analysis, cross-venue lineage map. ICRA 2026's VLA work is distinctly deployment- and sensor-centric (force/tactile, efficiency, streaming, RL fine-tuning, practicality benchmarks).

Topic analyses (full 728-paper corpus)

Every manipulation/VLA paper in the program, grouped by technical topic with detailed sub-trend analysis + a complete paper table:

Per-paper pages

Sensor-grounded VLA (force / tactile / multi-sensor)

  • FD-VLA — force awareness without a force sensor (distilled force token; arXiv 2602.02142)

Reasoning & verification

  • VLA-Reasoner — online MCTS + world model; OpenVLA 22%→41% real (arXiv 2509.22643)

Efficiency / deployment

RL & preference fine-tuning

Data / pretraining + dual-system

  • Galaxea + G0 — 500 h open-world dataset + dual-system VLA (arXiv 2509.00576)

Dexterous / bimanual

  • Dexora — open-source 36-DoF dual-arm/dual-hand VLA; 66.7% vs GR00T N1 51.7% (arXiv 2605.18722)

Memory & retrieval

  • MAP-VLA — memory-augmented prompting over frozen π0; +7% sim / +25% real (arXiv 2511.09516)

Goal / world-model conditioning

  • Goal-VLA — image-generative VLMs as object-centric world models; 59.9% RLBench zero-shot (arXiv 2506.23919)

Navigation VLA

Benchmarks / practicality

Insights & key findings

1. Manipulation/VLA is the dominant theme — 728 papers (~26% of the ~2,820 archival program). Our primary-keyword partition: Imitation Learning & LfD 116 · Tactile/Force 92 · Perception 82 · Dexterous 75 · Assembly/Contact-rich 58 · Planning/TAMP 50 · Bimanual 50 · Diffusion/Flow policies 46 · VLA 45 · Grasp synthesis 41 · RL/Data/Sim 39 · Mobile 34. (Raw multi-label keyword tallies are larger — RL 254, IL 197, DL-in-Grasping 146 — because each paper carries several keywords; the partition assigns each paper once, manipulation-type before learning-paradigm.)

2. ICRA's VLA work is deployment- and sensor-centric — the distinguishing axis vs ICLR (architecture) and CVPR (perception/reasoning): force/tactile grounding (often sensor-free via distillation — FD-VLA), inference efficiency (LightVLA), RL fine-tuning of flow policies (FPO), practicality benchmarks (CEBench), memory (MAP-VLA), dual-system data engines (Galaxea+G0), and a distinct navigation-VLA cluster (OmniVLA, UrbanVLA, TrackVLA++).

3. Dexterity was NOT absorbed by the VLA wave. Across the 75 dexterous + 92 tactile papers, RL-in-sim + sim-to-real transfer + bespoke hand hardware remain the load-bearing techniques; VLAs piggyback on RL rather than replace it. Tactile sensing is the venue signature (vision-based tactile hardware wave + force-without-a-sensor distillation), and bimanual/dual-arm is the fastest-growing manipulation-type sub-field.

4. Method trends. Diffusion & flow-matching is the default continuous-action recipe (faster/one-step, equivariant, and 3D/point-cloud variants); RL is now a post-training lever (failure-aware RL, sim-to-real grounding, real-to-sim Gaussian-splat data engines like Re³Sim/AnchorDream); grasp foundation models + cross-embodiment grasp generation are converging; and perception (6-DoF pose, 3D/affordance) remains the manipulation bottleneck (82 papers).

5. Preprint availability is a venue signature. Only 479 / 728 (66%) of these papers have an author-cross-checked arXiv preprint; the remaining ~34% are IEEE-Xplore-only — ICRA's systems/hardware culture is less preprint-driven than the ML venues. (A blank arXiv cell below means "no preprint found," not "not analyzed.")

6. Robustness reality check. The companion WAM vs VLA Robustness study frames the caveat for the whole video-world-model cohort here: video priors buy visual-perturbation robustness but not camera/robot-state geometry, and task-data diversity — not the world-model prior — remains the dominant lever.

Full paper list — all manipulation/VLA papers (grouped by topic)

Auto-aggregated from the 12 topic-analysis pages (the canonical detailed write-ups). Each topic page has the sub-trend analysis + standout deep-dives; this is the flat enumeration. arXiv links are author-cross-checked against the ICRA program; a blank arXiv cell means no preprint was found (many ICRA papers are IEEE-Xplore-only).

Vision-Language-Action models (45) — see Vision-Language-Action models

Code Title arXiv
ThI1I.100 Learning End-To-End Dexterous Arm-Hand VLA Policies with Shared Autonomy: DexGrasp AI Copilot for Efficient Teleoperation 2511.00139
ThI1I.271 Learning Affordances at Inference-Time for Vision-Language-Action Models 2510.19752
ThI1I.301 Open-World Object Manipulation with Vision-Language-Action Models Via Synthetic Multi-Modal Data
ThI2I.128 Do What You Say: Steering Vision-Language-Action Models Via Runtime Reasoning-Action Alignment Verification 2510.16281
ThI2I.154 FD-VLA: Force-Distilled Vision-Language-Action Model for Contact-Rich Manipulation 2602.02142
ThI2I.164 Offline Reinforced Finetuning for Chunk-Based VLA Via Real-World RL Policy Distillation with Vision-Guided Copilot
ThI2I.249 CRAFT: Adapting VLA Models to Contact-Rich Manipulation Via Force-Aware Curriculum Fine-Tuning 2602.12532
ThI2I.69 The Better You Learn, the Smarter You Prune: Towards Efficient Vision-Language-Action Models Via Differentiable Token Pruning (LightVLA) 2509.12594
ThI2I.82 Galaxy Open-World Dataset and G0 Dual-System VLA Model 2509.00576
ThI2LB.11 Robust Unknown Object Detection and Tracking for Vision-Language-Action Models on Edge Devices
TuAT3.2 DAM-VLA: A Dynamic Action Model-Based Vision-Language-Action Framework for Robot Manipulation 2603.00926
TuI1I.167 Developing Vision-Language-Action Model from Egocentric Videos 2509.21986
TuI1I.179 RealMirror: A Comprehensive, Open-Source Vision-Language-Action Platform for Embodied AI 2509.14687
TuI1I.185 Seeing Space and Motion: Enhancing Latent Actions with Geometric and Dynamic Awareness for Vision-Language-Action Models 2509.26251
TuI1I.332 RetoVLA: Reusing Register Tokens for Spatial Reasoning in Vision-Language-Action Models 2509.21243
TuI1I.84 EveryDayVLA: A Vision-Language-Action Model for Affordable Robotic Manipulation 2511.05397
TuI1LB.21 Toward Human Preference Optimization for Vision-Language-Action Models: A Pilot Study on the Limits of Imitation Learning
TuI1LB.22 Enhancing VLA Precision in Robotic Manipulation Via FiLM-Based Force/Torque-Vision Integration
TuI2I.104 DepthVLA: Enhancing Vision-Language-Action Models with Depth-Aware Spatial Reasoning 2510.13375
TuI2I.128 VLA-Reasoner: Empowering Vision-Language-Action Models with Reasoning Via Online Monte Carlo Tree Search 2509.22643
TuI2I.277 A Vision-Language-Action Model for Adaptive Ultrasound-Guided Needle Insertion and Needle Tracking
TuI2I.287 NeuroVLA: Surgical Scenario-Aware Learning of Debulking Skills in Endoscopic Robotic Neurosurgery Via Vision-Language-Action Model
TuI2I.295 Scalable Vision-Language-Action Model Pretraining for Robotic Dexterous Manipulation with Real-Life Human Activity Videos 2510.21571
TuI2I.319 TrackVLA++: Unleashing Reasoning and Memory Capabilities in VLA Models for Embodied Visual Tracking 2510.07134
WeAT1.1 Dexora: Open-Source VLA for High-DoF Bimanual Dexterity 2605.18722
WeI1I.142 Rethinking the Practicality of Vision-Language-Action Model: A Comprehensive Benchmark and an Improved Baseline 2602.22663
WeI1I.145 SVP: Improving Vision-Language-Action Models with Dual Stochastic Visual Prompting
WeI1I.148 Exploiting Vulnerabilities: Universal Adversarial Attacks on Vision-Language-Action Models in Robotics
WeI1I.160 Reinforcement Fine-Tuning of Flow-Matching Policies for Vision-Language-Action Models (FPO) 2510.09976
WeI1I.238 Audio-VLA: Adding Contact Audio Perception to Vision-Language-Action Model for Robotic Manipulation 2511.09958
WeI1I.248 ACG: Action Coherence Guidance for Flow-Based Vision-Language-Action Models 2510.22201
WeI1I.287 INSIGHT: INference-Time Sequence Introspection for Generating Help Triggers in Vision-Language-Action Models 2510.01389
WeI1I.296 Goal-VLA: Image-Generative VLMs As Object-Centric World Models Empowering Zero-Shot Robot Manipulation 2506.23919
WeI1I.311 TMR-VLA: Vision-Language-Action Model for Magnetic Motion Control of Tri-Leg Silicone-Based Soft Robot 2603.00420
WeI1I.87 Toward Embodiment Equivariant Vision-Language-Action Policy 2509.14630
WeI1LB.7 Hierarchical LLM-VLA-Controller Integration for Task Generalization
WeI2I.109 CollabVLA: Self-Reflective Vision-Language-Action Model Dreaming Together with Human 2509.14889
WeI2I.145 AugVLA-3D: Depth-Driven Feature Augmentation for Vision-Language-Action Models 2602.10698
WeI2I.162 MAP-VLA: Memory-Augmented Prompting for Vision-Language-Action Model in Robotic Manipulation 2511.09516
WeI2I.241 ExpReS-VLA: Specializing Vision-Language-Action Models through Experience Replay and Retrieval 2511.06202
WeI2I.283 OmniVLA: Physically-Grounded Multimodal VLA with Unified Multi-Sensor Perception for Robotic Manipulation 2511.01210
WeI2I.301 Stream-To-Act: ROS 2 Native Token Streaming for Continuous Motion Execution of Vision-Language-Action Models
WeI2I.324 UrbanVLA: A Vision-Language-Action Model for Urban Micromobility 2510.23576
WeI2I.71 OmniVLA: An Omni-Modal Vision-Language-Action Model for Robot Navigation 2509.19480
WeI2I.72 InSpire: Vision-Language-Action Models with Intrinsic Spatial Reasoning 2505.13888

Tactile & force-based manipulation (92) — see Tactile & force-based manipulation

Code Title arXiv
ThAT3.7 TacTape: Real-Time High-Accuracy Tactile Fiducial System with Structured 3D Texture for Vision-Based Tactile Sensors
ThBT3.5 3D Printable Soft Liquid Metal Sensors for Delicate Manipulation Tasks 2509.17389
ThI1I.150 SlipSense: Multimodal Sensing for Online Slip Detection in Legged Robots
ThI1I.158 ViTac-Tracing: Visual-Tactile Imitation Learning of Deformable Object Tracing 2603.18784
ThI1I.163 RICE: Reactive Interaction Controller for Cluttered Canopy Environment 2506.10383
ThI1I.164 Balancing Marker and Markerless Modes in Vision-Based Tactile Sensors with a Translucent Skin 2512.06829
ThI1I.176 DOT-Sim: Differentiable Optical Tactile Simulation with Precise Real-To-Sim Physical Calibration 2604.27367
ThI1I.223 MINT: A Vision-Based Soft Sensor for Mutual Integration of Normal Interaction Force and Texture Perception
ThI1I.236 Built Different: Tactile Perception to Overcome Cross-Embodiment Capability Differences in Collaborative Manipulation 2409.14896
ThI1I.256 TacTip-Based Dynamic Contact Force Estimation with Sequential Tactile Images and Its Applications to Robotic Force Tracking
ThI1I.287 SuckTac: Camera-Based Tactile Sucker for Unstructured Surface Perception and Interaction 2511.02294
ThI1I.311 Wearable, Fabric-Embedded Acoustic Waveguides for Meter-Scale Contact Localization and Force Sensing
ThI1I.317 Tactile Recognition of Both Shapes and Materials with Automatic Feature Optimization-Enabled Meta Learning 2603.08423
ThI1I.348 InvariantCloud: A Globally Invariant, Uniquely Indexed Point Cloud Framework for Robust 6-DoF Tactile Pose Tracking
ThI1I.373 Tactile-Driven Dexterous In-Hand Writing Via Extrinsic Contact Sensing
ThI1I.41 Grasp, Slide, Roll: Comparative Analysis of Contact Modes for Tactile-Based Shape Reconstruction 2602.23206
ThI1I.68 Acoustic Sensing for Universal Jamming Grippers 2603.00351
ThI1LB.17 Intelligent Mechanical Characterization of Date Fruits for Automated Harvesting Grippers
ThI2I.133 MultiDiffSense: Diffusion-Based Multi-Modal Visuo-Tactile Image Generation Conditioned on Object Shape and Contact Pose 2602.19348
ThI2I.192 Tactile Hide and Seek: Bimanual Object Blind Search and Retrieval Via Tactile-Only Feedback
ThI2I.196 How to Train Your Tactile Model: Tactile Perception with Multi-Fingered Robot Hands 2604.00744
ThI2I.257 ManipForce: Force-Guided Policy Learning with Frequency-Aware Representation for Contact-Rich Manipulation 2509.19047
ThI2I.276 Learning Dexterous Manipulation Skills from Imperfect Simulations (DexScrew) 2512.02011
ThI2I.308 Automatic Physically-Based Sim2Real for Tactile Images through Differentiable Path-Tracing Rendering
ThI2I.314 ConTact: Contrastive Tactile Alignment for Sim-To-Real Robotic Manipulation
ThI2I.345 Modular Actuator for Multimodal Proprioceptive and Kinesthetic Feedback of Robotic Hands
ThI2I.371 Tacser and Action-Conditioned Latent Filter for Generalizable Robotic Surface Perception
ThI2I.397 PoCoDP3: Pose and Contact-Aware Visual-Tactile Policy for Contact-Rich 3D Manipulation
ThI2I.416 Shear-Based Grasp Control for Multi-Fingered Underactuated Tactile Robotic Hands 2503.17501
ThI2I.81 Symmetry-Aware Fusion of Vision and Tactile Sensing Via Bilateral Force Priors for Robotic Manipulation 2602.13689
ThI2LB.16 High-Stiffness Capacitive Torque Sensor Based on a Hybrid Scott-Russell and Parallelogram Mechanism
ThI2LB.7 Time-Division Multimodal Tactile Perception for Physical AI and Robotic Hands
TuAT4.1 Contact Detection and Manipulation with a Shape-Memory Alloy Based Soft Gripper
TuBT1.5 ETac: A Lightweight and Efficient Tactile Simulation Framework for Learning Dexterous Manipulation 2604.20295
TuI1I.160 NLiPsCalib: An Efficient Calibration Framework for High-Fidelity 3D Reconstruction of Curved Visuotactile Sensors 2603.09319
TuI1I.181 MFCC Inspired Spectral Feature Extraction for Robust Touch Interaction in Social Robots
TuI1I.203 Learning-Guided Force-Feedback Model Predictive Control with Obstacle Avoidance for Robotic Deburring 2604.06133
TuI1I.219 Touch2Insert: Zero-Shot Peg Insertion by Touching Intersections of Peg and Hole 2603.03627
TuI1I.221 Multifingered Force-Aware Control for Humanoid Robots 2603.08142
TuI1I.229 Tactile-Conditioned Diffusion Policy for Force-Aware Robotic Manipulation 2510.13324
TuI1I.262 SpikeATac: A Multimodal Tactile Finger with Taxelized Dynamic Sensing for Dexterous Manipulation 2510.27048
TuI1I.348 ViTacGen: Robotic Pushing with Vision-To-Touch Generation 2510.14117
TuI1I.434 Haptics of Pulse Palpation: Simulation and Validation through Novel Sensor-Actuator System (I)
TuI1I.51 Multi-Modal Manipulation Via Multi-Modal Policy Consensus 2509.23468
TuI1I.54 MoiréTac: A Dual-Mode Visuotactile Sensor for Multidimensional Perception Using Moiré Pattern Amplification 2509.12714
TuI1I.85 Estimating Force Interactions of Deformable Linear Objects from Their Shapes 2602.01085
TuI1LB.19 Low-Dimensional Tactile Glove for Visuo-Tactile Robot Hand Control: A Preliminary Study
TuI2I.122 A Tri-Axial FBG-Based Force Sensor at the Tool Tip of a Continuum Manipulator for Single-Port Access Surgery
TuI2I.146 UNIC: Learning Unified Multimodal Extrinsic Contact Estimation 2601.04356
TuI2I.163 Magnet-Based Soft Robotic Skin Using a 3D-Printed Multi-Lattice Structure and CNN-Based Tactile Super-Resolution
TuI2I.177 FreeTacMan: Robot-Free Visuo-Tactile Data Collection System for Contact-Rich Manipulation 2506.01941
TuI2I.216 SARL: Spatially-Aware Self-Supervised Representation Learning for Visuo-Tactile Perception 2512.01908
TuI2I.224 ShapeForce: Low-Cost Soft Robotic Wrist for Contact-Rich Manipulation 2511.19955
TuI2I.327 CableSense: MuJoCo Simulation-Guided Neural Networks for Force Estimation in Cable-Driven Manipulators
TuI2I.378 Grasp Independent Indirect Tool Force Estimation Using Vision-Based Tactile Sensors
TuI2I.381 ActiveSPN: Active Soft Polyhedral Networks with Pose Estimation for In-Finger Object Manipulation
TuI2I.392 Multi-Modal Sensing in Colonoscopy: A Data-Driven Approach
TuI2I.420 FORTE: Tactile Force and Slip Sensing on Compliant Fingers for Delicate Manipulation 2506.18960
TuI2I.425 Simultaneous Extrinsic Contact and In-Hand Pose Estimation Via Distributed Tactile Sensing 2512.23856
TuI2I.437 Tactile Object Recognition with Recurrent Neural Networks through a Perceptive Soft Gripper
TuI2I.47 Constructing Contact Estimation Models for Barometric Tactile Sensors
WeI1I.105 EIT–Pneumatic Hybrid Robotic Skin for Practical and Accurate Force Map Reconstruction 2605.28468
WeI1I.113 Active Tactile Exploration for Rigid Body Pose and Shape Estimation 2510.13595
WeI1I.144 TaSA: Two-Phased Deep Predictive Learning of Tactile Sensory Attenuation for Improving In-Grasp Manipulation 2602.05468
WeI1I.169 TranTac: Leveraging Transient Tactile Signals for Contact-Rich Robotic Manipulation 2509.16550
WeI1I.184 Touch with Insight: Physics-Aware Data-Driven Learning for EIT-Based Tactile Sensing
WeI1I.197 Bootstrapping Self-Supervised Learning of Binary Classification Using Error Bounds: A Case Study on a Robotic Insertion Task
WeI1I.198 TactEx: An Explainable Multimodal Robotic Interaction Framework for Human-Like Touch and Hardness Estimation 2602.18967
WeI1I.209 Multimodal Diffusion Forcing for Forceful Manipulation 2511.04812
WeI1I.226 Low Cost, Easily Manufactured, Highly Flexible Strain and Touch Sensitive Fiber for Robotics Applications
WeI1I.255 INTACT-GRIP: An Inflatable Tactile Gripper for Soft Manipulation and High-Resolution Texture Mapping
WeI1I.317 Tactile Execution Monitoring of Robotic Manipulation Via Time-Series Based Predictive Encoding
WeI1I.326 TransTac: Visuo-Tactile Modality Transition Via Ultraviolet-Encoded Transparent Elastomers
WeI1I.35 UVDtact: UV Marker-Embedded Fingertip-Like Vision-Based Tactile Sensor for Shape Reconstruction and Force Estimation
WeI1I.4 Tactile Elastography
WeI1I.420 TacFlex: Multi-Mode Tactile Imprints Simulation for Visuotactile Sensors with Coating Patterns
WeI1I.437 DexFruit: Dexterous Manipulation and Gaussian Splatting Inspection of Fruit 2508.07118
WeI1I.53 Grasp Like Humans: Learning Generalizable Multi-Fingered Grasping from Human Proprioceptive Sensorimotor Integration 2509.08354
WeI1LB.14 Local Linearized Cosserat Rod Model for Contact Force Estimation in Flexible Medical Instruments and Continuum Robots
WeI2I.107 A Closed-Loop CPR Training Glove with Integrated Tactile Sensing and Haptic Feedback 2603.05793
WeI2I.125 Learning Controlled Separation of Small Objects between Two Fingers with a Tactile Skin
WeI2I.142 Omnidirectional Dual-Arm Aerial Manipulator with Proprioceptive Contact Localization for Landing on Slanted Roofs 2602.10703
WeI2I.148 High-Bandwidth Tactile-Reactive Control for Grasp Adjustment 2509.15876
WeI2I.152 Reactive Slip Control in Multifingered Grasping: Hybrid Tactile Sensing and Internal-Force Optimization 2602.16127
WeI2I.187 Force Estimation and Position Control of a Hydraulic Folded Pouch Actuator for Soft Robotics
WeI2I.188 TacUMI: A Multi-Modal Universal Manipulation Interface for Contact-Rich Tasks 2601.14550
WeI2I.201 Zero-Shot Sim2Real Transfer for Magnet-Based Tactile Sensor on Insertion Tasks 2505.02915
WeI2I.211 Vi-TacMan: Articulated Object Manipulation Via Vision and Touch 2510.06339
WeI2I.401 Autonomous Exploration for Shape Reconstruction and Measurement Via Informative Contact-Guided Planning
WeI2I.408 Ultra-Fast Lightweight Incipient Slip Detection Using Hyperdimensional Computing with the PapillArray Tactile Sensor
WeI2I.44 No Need to Look! Locating and Grasping Objects by a Robot Arm Covered with Sensitive Skin 2508.17986
WeI2I.47 Few-Shot Transfer of Tool-Use Skills Using Human Demonstrations with Proximity and Tactile Sensing 2507.13200

Dexterous & in-hand manipulation (75) — see Dexterous & in-hand manipulation

Code Title arXiv
ThBT2.4 Deep Sensorimotor Control by Imitating Predictive Models of Human Motion 2508.18691
ThI1I.107 DemoBot: Efficient Learning of Bimanual Manipulation with Dexterous Hands from Third-Person Human Videos 2601.01651
ThI1I.142 CoDex: Learning Compositional Dexterous Functional Manipulation without Demonstrations
ThI1I.244 In-The-Wild Compliant Manipulation with UMI-FT 2601.09988
ThI1I.320 MachaGrasp: Morphology-Aware Cross-Embodiment Dexterous Hand Articulation Generation for Grasping 2510.06068
ThI1I.321 OmniDexGrasp: Generalizable Dexterous Grasping via Foundation Model and Force Feedback 2510.23119
ThI1I.346 Multi-Keypoint Affordance Representation for Functional Dexterous Grasping 2502.20018
ThI1I.381 Robot Deformable Object Manipulation via NMPC-Generated Demonstrations in Deep RL (I) 2502.11375
ThI1I.386 The Developments and Challenges towards Dexterous and Embodied Robotic Manipulation: A Survey 2507.11840
ThI1I.56 Switchable Neural Teleoperation
ThI1I.85 Monorail-Like Gripper System with Dynamic and Modular Reconfiguration for Diverse Finger Layouts
ThI1I.96 DemoDiffusion: One-Shot Human Imitation Using Pre-Trained Diffusion Policy 2506.20668
ThI2I.125 MultiHand: Design and Verification of a Dexterous Hand with Multi-Modal Grasping Capabilities
ThI2I.143 SEM: Enhancing Spatial Understanding for Robust Robot Manipulation 2505.16196
ThI2I.231 Robust Hand Tracking from Visual-Inertial Fusion
ThI2I.235 Adversarial Game-Theoretic Algorithm for Dexterous Grasp Synthesis 2511.05809
ThI2I.26 High-Speed Scooping through Dynamic Manipulation: Model and Practice
ThI2I.292 Generate, Transfer, Adapt: Learning Functional Dexterous Grasping from a Single Human Demonstration 2601.05243
ThI2I.296 TransDexNet: End-to-End Motion Retargeting Network with Transformer for Dexterous Hand Teleoperation from RGB Images
ThI2I.352 Development of the Bioinspired Tendon-Driven DexHand 021 with Proprioceptive Compliance Control 2511.03481
ThI2I.377 Enhancing Exploration with Diffusion Policies in Hybrid Off-Policy RL: Application to Non-Prehensile Manipulation 2411.14913
ThI2I.383 DexSinGrasp: Learning a Unified Policy for Dexterous Object Singulation and Grasping in Densely Cluttered Environments 2504.04516
ThI2I.83 FAR-Dex: Few-Shot Data Augmentation and Adaptive Residual Policy Refinement for Dexterous Manipulation 2603.10451
TuAT3.1 Spatially-Anchored Tactile Awareness for Robust Dexterous Manipulation (SaTA) 2510.14647
TuAT3.7 Irrotational Contact Fields 2312.03908
TuAT3.9 Language-Guided Dexterous Functional Grasping by LLM Generated Grasp Functionality and Synergy for Humanoid Manipulation (I)
TuAT4.6 Soft Omni-Functional Robotic Gripper with a Force-Enhanced Pleated Mechanism for High Force and Multi-DoF Manipulation
TuBT3.3 CoorGrasp: Coordinated Contact Control for Adaptive Dexterous Grasping under Uncertainty
TuI1I.124 Dynamic Scoop-and-Flick Manipulation for Rapid Non-Prehensile High-Arc Object Transfer
TuI1I.169 Hydrosoft: Non-Holonomic Hydroelastic Models for Compliant Tactile Manipulation 2509.13126
TuI1I.171 CEDex: Cross-Embodiment Dexterous Grasp Generation at Scale from Human-Like Contact Representations 2509.24661
TuI1I.183 VFP: Variational Flow-Matching Policy for Multi-Modal Robot Manipulation 2508.01622
TuI1I.198 Dexterous Planar Pushing under Uncertain Object Properties: A Contact-Aware Goal-Oriented Approach
TuI1I.199 DexKnot: Generalizable Visuomotor Policy Learning for Dexterous Bag-Knotting Manipulation 2603.07136
TuI1I.206 SoftHand Model-W: A 3D-Printed, Anthropomorphic, Underactuated Robot Hand with Integrated Wrist and Carpal Tunnel 2604.00738
TuI1I.214 Two Degree-of-Freedom Vibratory Transport in a Grasp
TuI1I.249 Suction Leap-Hand: Suction Cups on a Multi-Fingered Hand Enable Embodied Dexterity and In-Hand Teleoperation 2509.20646
TuI1I.292 MiniBEE: A New Form Factor for Compact Bimanual Dexterity 2510.01603
TuI1I.375 Approximating Global Contact-Implicit MPC via Sampling and Local Complementarity 2505.13350
TuI1I.52 A Gripper with Extreme Stiffness Anisotropy for High-Speed Handling of Fragile Foods
TuI1I.67 Design of an Adaptive Modular Anthropomorphic Dexterous Hand for Human-Like Manipulation 2511.22100
TuI1I.79 Multi-Modal Affordance Planner with Temporal-Context Action Policy for Long-Horizon Bimanual Robot Manipulation
TuI1LB.4 A Wire-Driven Robotic Hand with Mode-Switchable Planetary Transmission for Dynamic Manipulation
TuI2I.11 Nonlinear Model Predictive Control for Robotic Pushing of Planar Objects with Generic Shape
TuI2I.111 Dexterity from Smart Lenses: Multi-Fingered Robot Manipulation with In-The-Wild Human Demonstrations (AINA) 2511.16661
TuI2I.141 DextrAH-RGB: Visuomotor Policies to Grasp Anything with Dexterous Hands 2412.01791
TuI2I.169 One-Policy-Fits-All: Geometry-Aware Action Latents for Cross-Embodiment Manipulation 2603.14522
TuI2I.173 Learning Generalizable Robot Policy with Human Demonstration Video as a Prompt 2505.20795
TuI2I.196 UltraDexGrasp: Learning Universal Dexterous Grasping for Bimanual Robots with Synthetic Data 2603.05312
TuI2I.218 Diffusing Trajectory Optimization Problems for Recovery During Multi-Finger Manipulation 2510.07030
TuI2I.309 Humanoid Everyday: A Comprehensive Robotic Dataset for Open-World Humanoid Manipulation 2510.08807
TuI2I.337 Spectral Decomposition of Inverse Dynamics for Fast Exploration in Model-Based Manipulation 2603.27796
TuI2I.34 The Folding Hand: Anthropomorphic Robotic Hands with a Compact Reconfigurable Humanoid Palm Design
TuI2I.67 Learning Geometry-Aware Nonprehensile Pushing and Pulling with Dexterous Hands 2509.18455
TuI2I.95 Approximated Collision Detection for Contact-Rich Dexterous Manipulation with Nonnegative Least Squares
WeAT1.2 Robotic Dexterous Manipulation via Anisotropic Friction Modulation Using Passive Rollers 2603.27452
WeAT1.5 Push Anything: Single and Multi-Object Pushing from First Sight with Contact-Implicit MPC 2510.19974
WeI1I.109 Touch-Based Object Localisation with Spatially-Aware Belief Entropy Estimation
WeI1I.165 Bi-Hap: A Bi-Directional Learning-Based Control and Momentum-Based Haptic Feedback System for Dexterous In-Hand Telemanipulation 2409.20527
WeI1I.183 HybNetic: A Mobile Hybrid Magnetic Actuation System
WeI1I.213 DexCtrl: Sim-To-Real Dexterity with Adaptive Controller Learning 2505.00991
WeI1I.345 Frictional and Prismatic Pin-Array Gripper for Universal Gripping and Stable Tool Manipulation
WeI1I.36 A Multi-Level Similarity Approach for Single-View Object Grasping: Matching, Planning, and Fine-Tuning 2507.11938
WeI1I.376 UniFucGrasp: Human-Hand-Inspired Unified Functional Grasp Annotation Strategy and Dataset for Diverse Dexterous Hands 2508.03339
WeI1I.386 On Transient Release Dynamics in Robot Throwing: A Sliding Pivot Model
WeI1I.411 Deformable Cluster Manipulation via Whole-Arm Policy Learning 2507.17085
WeI2I.101 Best of Sim and Real: Decoupled Visuomotor Manipulation via Learning Control in Simulation and Perception in Real 2509.25747
WeI2I.13 Enhancing Safety and Manipulability of Redundant Manipulators: Accelerated Motion Generation in Dynamic Environments
WeI2I.176 T(R,O) Grasp: Efficient Graph Diffusion of Robot-Object Spatial Transformation for Cross-Embodiment Dexterous Grasping 2510.12724
WeI2I.204 Learning Dexterous Manipulation with Quantized Hand State (DQ-RISE) 2509.17450
WeI2I.292 Towards Automated Chicken Deboning via Learning-Based Dynamically-Adaptive 6-DoF Multi-Material Cutting 2510.15376
WeI2I.338 Manipulating Elasto-Plastic Objects with 3D Occupancy and Learning-Based Predictive Control 2505.16249
WeI2I.428 Estimating Deformable-Rigid Contact Interactions for a Deformable Tool via Learning and Model-Based Optimization 2505.10884
WeI2I.55 Flow before Imitation: Learning Dexterous In-Hand Manipulation with Dynamic Visuotactile Shortcut Policy (FBI) 2508.14441
WeI2LB.10 Ultra-Low-Impedance Robotic Gripper for High-Bandwidth and Transparent Physical Interaction

Bimanual & dual-arm manipulation (50) — see Bimanual & dual-arm manipulation

Code Title arXiv
ThBT3.2 ByteWrist: A Parallel Robotic Wrist Enabling Flexible and Anthropomorphic Motion for Confined Spaces 2509.18084
ThI1I.116 TOCALib: Optimal Control Library with Interpolation for Bimanual Manipulation and Obstacles Avoidance 2504.07708
ThI1I.128 Connectivity-Aware Representations for Constrained Motion Planning Via Multi-Scale Contrastive Learning 2603.25298
ThI1I.144 TrajBooster: Boosting Humanoid Whole-Body Manipulation Via Trajectory-Centric Learning 2509.11839
ThI1I.253 Dual Quaternion Based Compliant Movement Primitives for Deformable Object Manipulation
ThI1I.268 PA-BiCoop: A Primary-Auxiliary Cooperative Framework for General Bimanual Manipulation
ThI1I.284 Observer–Actor: Active Vision Imitation Learning with Sparse-View Gaussian Splatting 2511.18140
ThI1I.303 Look, Focus, Act: Efficient and Robust Robot Learning Via Human Gaze and Foveated Vision Transformers 2507.15833
ThI1I.341 RoboEval: Where Robotic Manipulation Meets Structured and Scalable Evaluation 2507.00435
ThI1I.71 Planning-Guided Diffusion Policy Learning for Contact-Rich Bimanual Object Reorientation 2412.02676
ThI1I.93 Give Me Scissors: Collision-Free Dual-Arm Surgical Assistive Robot for Instrument Delivery 2603.02553
ThI2I.118 Right-Side-Out: Learning Zero-Shot Sim-To-Real Garment Reversal 2509.15953
ThI2I.18 TactileAloha: Learning Bimanual Manipulation with Tactile Sensing
ThI2I.181 RoTri-Diff: A Spatial Robot–Object Triadic Interaction-Guided Diffusion Model for Bimanual Manipulation 2603.07165
ThI2I.248 DAG-Plan: Generating Directed Acyclic Dependency Graphs for Dual-Arm Cooperative Planning 2406.09953
ThI2I.31 Dual Arm Steering of Flexible Linear Objects in 2-D and 3-D Environments Using Euler's Elastica Solutions 2502.07509
TuI1I.123 DexTele: A Dual-Arm Dexterous Teleoperation System Based on Motion Retargeting and Adaptive Force Control
TuI1I.157 DSPv2: Improved Dense Policy for Effective and Generalizable Whole-Body Mobile Manipulation 2509.16063
TuI1I.159 Leveraging Two Robotic Arms for Tight Assembly Performance Gains
TuI1I.256 DiffDef: A Diffusion Model for Generating Multimodal Goal Shapes from Demonstrations for Deformable Object Manipulation 2506.18779
TuI1I.395 CaFe-TeleVision: A Coarse-To-Fine Teleoperation System with Immersive Situated Visualization for Enhanced Ergonomics 2512.14270
TuI1I.409 SIS: Seam-Informed Strategy for T-Shirt Unfolding 2409.06990
TuI1I.7 Iterative Shaping of Multi-Particle Aggregates Based on Action Trees and VLM 2501.13507
TuI2I.114 Search Strategy for Layered Peg-In-Hole Using Dual Manipulator System
TuI2I.167 HeRO: Hierarchical 3D Semantic Representation for Pose-Aware Object Manipulation 2602.18817
TuI2I.203 Velocity-Based Admittance-Impedance Control with Contact Compliance Modeling for Robust Dual-Arm Manipulation
TuI2I.228 CRAFT: Long-Horizon Cable Routing Algorithm and Low-Friction Caging Gripper
TuI2I.230 Residual Off-Policy RL for Finetuning Behavior Cloning Policies 2509.19301
TuI2I.235 Consensus Driven Dynamical Systems Control for Dual-Arm Handover
TuI2I.365 VLM-SFD: VLM-Assisted Siamese Flow Diffusion Framework for Dual-Arm Cooperative Manipulation 2506.13428
TuI2I.375 Bimanual Regrasp Planning and Control for Active Reduction of Object Pose Uncertainty 2503.22240
TuI2I.382 Transformer Driven Visual Servoing for Fabric Texture Matching Using Dual-Arm Manipulator 2511.21203
TuI2LB.2 An Efficient Learning-Based Task Planning Approach Using a Bio-Inspired Action Context-Free Grammar for Bimanual Manipulation
TuI2LB.7 Stereo-Based Vision and Tactile Sensing for Robust Dual-Arm Robotic Connector Assembly
WeAT1.3 Bi-Adapt: Few-Shot Bimanual Adaptation for Novel Categories of 3D Objects Via Semantic Correspondence 2602.08425
WeI1I.112 Adaptive Diffusion Constrained Sampling for Bimanual Robot Manipulation 2505.13667
WeI1I.203 ScheduleStream: Temporal Planning with Samplers for GPU-Accelerated Multi-Arm Task and Motion Planning & Scheduling 2511.04758
WeI1I.262 MonoDuo: Using One Robot Arm to Learn Bimanual Policies
WeI1I.292 BiGraspFormer: End-To-End Bimanual Grasp Transformer 2509.19142
WeI1I.33 Enhancing Reusability of Learned Skills for Robot Manipulation Via Gaze Information and Motion Bottlenecks 2502.18121
WeI1I.395 Impact-Aware Dual-Arm Manipulation
WeI1I.57 ROPA: Synthetic Robot Pose Generation for RGB-D Bimanual Data Augmentation 2509.19454
WeI2I.18 BFA: Best-Feature-Aware Fusion for Multi-View Fine-Grained Manipulation 2502.11161
WeI2I.216 ALOHA Lightning: Learning Fast and Precise Manipulation
WeI2I.224 High-Performance Dual-Arm Task and Motion Planning for Tabletop Rearrangement 2512.08206
WeI2I.233 How Well Do Diffusion Policies Learn Kinematic Constraint Manifolds? 2510.01404
WeI2I.281 Towards Exploratory and Focused Manipulation with Bimanual Active Perception: A New Problem, Benchmark and Strategy 2602.01939
WeI2I.295 Adaptive Curvature-Aware Routing for Stiff Cable Control Via Dual Manipulation
WeI2I.332 A Transendoscopic Telerobotic System Using Heterogeneous Flexible Manipulators for Bimanual Endoscopic Submucosal Dissection
WeI2I.436 Time-Series Data-Driven Three Dimensional Shape Control of Deformable Linear Objects Using a Dual-Arm Robot with Dynamic Model Updating

Mobile manipulation (34) — see Mobile manipulation

Code Title arXiv
ThI1I.105 MIMO: A Multimodal Imitation Learning Framework for Mobile Manipulation with Exoskeleton-VR Teleoperation
ThI1I.313 CMAR-Search: Commonsense and Memory Augmented Reasoning for Object Search in Dynamic Interactive Environments
ThI1I.361 Generating and Optimizing Topologically Distinct Guesses for Mobile Manipulator Path Planning with Path Constraints 2410.20635
ThI1I.408 From Composable Models to Correct-By-Construction Software for Contact-Rich Robotic Mobile-Manipulation Tasks
ThI2I.19 RAMBO: RL-Augmented Model-Based Whole-Body Control for Loco-Manipulation 2504.06662
ThI2I.221 HoMeR: Learning In-The-Wild Mobile Manipulation Via Hybrid Imitation and Whole-Body Control 2506.01185
ThI2I.319 Task and Skill Planning: Hierarchical Robot Planning with Black-Box Skills 2504.17901
ThI2I.7 Task-Driven Co-Design of Mobile Manipulators 2412.16635
ThI2LB.12 Heterogeneous Skill Learning for Asynchronous Multi-Robot Relay Pushing in Complex Environments
ThI2LB.14 Inverse Reachability Map Guided Motion Planning of Mobile Manipulator
TuBT2.4 Nonlinear Predictive Control of the Continuum and Hybrid Dynamics of a Suspended Deformable Cable for Aerial Pick and Place 2602.17199
TuI1I.251 SEEC: Stable End-Effector Control with Model-Enhanced Residual Learning for Humanoid Loco-Manipulation 2509.21231
TuI1I.268 Uncertainty-Aware Adaptive Dynamics for Underwater Vehicle–Manipulator Robots 2603.06548
TuI1I.318 BINDER: Instantly Adaptive Mobile Manipulation with Open-Vocabulary Commands 2511.22364
TuI1I.34 Rapid Adaptation of Particle Dynamics for Generalized Deformable Object Mobile Manipulation 2603.18246
TuI1I.423 Virtual-Force Based Visual Servo for Multiple Peg-In-Hole Assembly with Tightly Coupled Multi-Manipulator 2407.10570
TuI1I.58 TopAY: Efficient Trajectory Planning for Differential Drive Mobile Manipulators Via Topological Paths Search and Arc Length-Yaw Parameterization 2507.02761
TuI2I.166 M4Diffuser: Multi-View Diffusion Policy with Manipulability-Aware Control for Robust Mobile Manipulation 2509.14980
TuI2I.2 Mobile Manipulation Instruction Generation from Multiple Images with Automatic Metric Enhancement 2501.17022
TuI2I.258 Searching in Space and Time: Unified Memory-Action Loops for Open-World Object Retrieval 2511.14004
TuI2I.419 Cooperative Grasping for Collective Object Transport in Constrained Environments 2509.03638
WeBT2.6 EMMA: Scaling Mobile Manipulation Via Egocentric Human Data 2509.04443
WeI1I.1 Robust Nonprehensile Object Transportation with Uncertain Inertial Parameters 2411.07079
WeI1I.104 SHOPPER: Practical Insights on Grasp Strategies for Mobile Manipulation in the Wild 2504.12512
WeI1I.175 VLION: Vision-Language Guided Interactive Object Navigation with Mobile Manipulation
WeI1I.220 UMI-On-Air: Embodiment-Aware Guidance for Embodiment-Agnostic Visuomotor Policies 2510.02614
WeI1I.267 Multi-Quadruped Cooperative Object Transport: Learning Decentralized Pinch-Lift-Move 2509.14342
WeI1I.324 LeGO-MM: Learning Navigation for Goal-Oriented Mobile Manipulation Via Hierarchical Policy Distillation
WeI1I.67 CAIMAN: Causal Action Influence Detection for Sample-Efficient Loco-Manipulation 2502.00835
WeI1I.76 Reactive Whole-Body Control of Mobile Manipulators for Dynamic Target Tracking Via Adaptive-Predictive Visual Servoing
WeI2I.280 Uncertainty-Aware Non-Prehensile Manipulation with Mobile Manipulators under Object-Induced Occlusion (CURA-PPO) 2602.01731
WeI2I.293 SM²ITH: Safe Mobile Manipulation with Interactive Human Prediction Via Task-Hierarchical Bilevel Model Predictive Control 2511.17798
WeI2I.407 Serving Innovation: Seamless Service by Advancing Food Runners with Mobile Manipulation (MOMO)
WeI2I.426 Whole-Body Inverse Dynamics MPC for Legged Loco-Manipulation 2511.19709

Assembly & contact-rich manipulation (58) — see Assembly & contact-rich manipulation

Code Title arXiv
ThBT1.9 A Kinesthetic Teaching Framework for Tasks with Contact Transitions and Time-Optimized Execution
ThBT3.9 A Gripper for Flap Separation and Opening of Sealed Bags 2603.10890
ThI1I.108 PaiP: An Operational Aware Interactive Planner for Unknown Cabinet Environments 2509.11516
ThI1I.129 Refinery: Active Fine-Tuning and Deployment-Time Optimization for Contact-Rich Policies 2510.11019
ThI1I.209 Adaptive Physical Human–Robot Interaction Via a Passivity-Aware Model Predictive Variable Admittance Control
ThI1I.220 M-VTOP: Modular Visuo-Tactile Object Pose Estimation for High-Precision Robotic Manipulation
ThI1I.266 SPARR: Simulation-Based Policies with Asymmetric Real-World Residuals for Assembly 2602.23253
ThI1I.281 Compositional Context Fine-Tuning Vision-Language Model for Complex Assembly Action Understanding from Videos
ThI1I.385 Hybrid Contact Dynamics and Residual-RL Framework for Multi-Point Object Pushing
ThI1I.398 Impedance Control Design Framework Using Commutative Map between SE(3) and se(3)
ThI1I.405 Predictive Admittance Control for Aerial Physical Interaction
ThI1LB.15 Grasping Point Estimation for EA Suction Cup Grippers on Curved Objects
ThI2I.1 Multimodal Variational DeepMDP: An Efficient Approach for Industrial Assembly in High-Mix, Low-Volume Production
ThI2I.205 Decentralized Admittance Control for a Multi–manipulator System: Theory and Experiments
ThI2I.282 CG-THWM: Curriculum-Guided Temporal Haptic World Modeling for Peg-In-Hole Tasks
ThI2I.304 GaussTwin: Unified Simulation and Correction with Gaussian Splatting for Robotic Digital Twins 2603.05108
ThI2I.325 Passive Multi-Task Compliance Control with Strict Priority through Energy Tanks
ThI2I.357 SDRS: Shape-Differentiable Robot Simulator 2412.19127
ThI2I.395 Data-Efficient Constrained Robot Learning with Probabilistic Lagrangian Control
ThI2I.407 Harmonising Safety Paradigms: Energy-Aware Control of Active Response and Passive Compliance for Safety-Critical Robotic Tasks
ThI2I.45 TIGeR: Text-Instructed Generation and Refinement for Template-Free Hand-Object Interaction 2506.00953
TuAT1.5 RCM Constraint-Consistent Dynamic Control in Surgical Robots 2509.14075
TuBT3.9 Differentiable Contact Dynamics for Stable Object Placement under Geometric Uncertainties 2409.17725
TuBT4.1 Morphogenetic Assembly and Adaptive Control for Heterogeneous Modular Robots 2602.10561
TuI1I.122 Bending Perception-Based Variable Stiffness Control for Snake Robots in Pipe Navigation
TuI1I.14 Limiting Kinetic Energy through Control Barrier Functions: Analysis and Experimental Validation 2411.02186
TuI1I.163 DiSPo: Diffusion-SSM Based Policy Learning for Coarse-To-Fine Action Discretization 2409.14719
TuI1I.177 ActionReasoning: Robot Action Reasoning in 3D Space with LLM for Robotic Brick Stacking 2602.21157
TuI1I.216 A Convex Formulation of Compliant Contact between Filaments and Rigid Bodies 2509.13434
TuI1I.231 IDfRA: Self-Verification for Iterative Design in Robotic Assembly 2509.16998
TuI1I.291 Sym-Servo: Disambiguate Symmetric Object Pose by End-To-End Optimal Visual Servo
TuI1I.360 Torque-Bounded Task-Space Admittance Control for Redundant Manipulators
TuI1LB.11 Suppressing Initial Force Overshoot Using Admittance Filter and ASMC under Contact Location Uncertainty
TuI2I.226 Iterative Learning-Based Centre-Of-Mass Impedance Control for Articulated-Soft Humanoid Robots
TuI2I.233 Amortized NeuralSDF-Mesh Collision Detection for Robotic Contact Simulation
TuI2I.248 TwinTrack: Bridging Vision and Contact Physics for Real-Time Tracking of Unknown Objects in Contact-Rich Scenes 2505.22882
TuI2I.283 Stroke-Based Variable-Damping with Force Attenuation for Capturing Large-Momentum Objects under Non-Zero Contact Velocity
TuI2I.291 Safe and Optimal Variable Impedance Control Via Certified Reinforcement Learning 2511.16330
TuI2I.406 Physics-Informed Passive Motion Paradigm for Parallel Robots: A High-Precision Motor-Primitives Framework
TuI2I.5 Semi-Autonomous Teleoperation Using Differential Flatness of a Crane Robot for Aircraft In-Wing Inspection 2412.10973
TuI2LB.23 GPT-PDDL: Towards Executable Robot Task Planning
TuI2LB.4 GLaMP: A Grounded Language Model-Based Multi-Agent System for Long-Horizon Robotic Task Planning in Industrial Settings
WeAT4.1 On Robust Coordinated Compliant Control Design for Space Manipulators under Flexible and Uncertain Dynamics
WeAT4.9 Astrobee: Free-Flying Robots for the International Space Station (I)
WeI1I.121 AssemMate: Graph-Based LLM for Robotic Assembly Assistance 2509.11617
WeI1I.172 Bipedal-Walking-Dynamics Model on Granular Terrains 2604.11981
WeI1I.375 Flexible-Link Velocity-Bounding Proxy Based Sliding Mode Control
WeI1I.391 Nullspace Optimization of Redundant Robots for Dynamics Decoupling in Motion Force Control
WeI1I.436 Estimation of the Caged Object's Posture under Forces Using Stepwise Geometric Calculations
WeI1I.9 Stable Object Placement Planning from Contact Point Robustness 2410.12483
WeI2I.121 CoTaP: Compliant Task Pipeline and Reinforcement Learning of Its Controller with Compliance Modulation 2509.25443
WeI2I.236 Few-Shot Neural Differentiable Simulator: Real-To-Sim Rigid-Contact Modeling 2603.06218
WeI2I.248 MICA: Multi-Agent Industrial Coordination Assistant 2509.15237
WeI2I.263 Robust Differentiable Collision Detection for General Objects 2511.06267
WeI2I.319 Flow with the Force Field: Learning 3D Compliant Flow Matching Policies from Force and Demonstration-Guided Simulation Data 2510.02738
WeI2I.373 RoboMT: Human-Like Compliance Control for Assembly Via a Bilateral Robotic Teleoperation and Hybrid Mamba-Transformer Framework
WeI2I.397 Robotic Harvesting of Delicate Fruit: Design and Implementation of an Under-Actuated Disturbance-Resistant Gripper
WeI2I.88 HMC: Learning Heterogeneous Meta-Control for Contact-Rich Loco-Manipulation 2511.14756

Grasp synthesis & grippers (41) — see Grasp synthesis & grippers

Code Title arXiv
ThI1I.233 GIFT: Geometry-Induced Functional Transfer for Category-Level Object Manipulation 2503.15371
ThI1I.300 A Tactile Rubbing Gripper for Reliable Fabric Separation
ThI1I.329 GarmentPile++: Affordance-Driven Cluttered Garments Retrieval with Vision-Language Reasoning 2603.04158
ThI1I.374 GraspControl: Text-Sketch Instruction As an Interface for Controllable Grasp Synthesis
ThI1I.70 HOGraspFlow: Taxonomy-Aware Hand-Object Retargeting for Multi-Modal SE(3) Grasp Generation 2509.16871
ThI1I.73 GraspGen: A Diffusion-Based Framework for 6-DOF Grasping with On-Generator Training 2507.13097
ThI1LB.2 Structural Interlocking-Based Weaving Gripper for Enhanced Grasping Performance
ThI2I.124 Differentiable Optimization-Based Modular Planning Framework for Pick-And-Place with Regrasp
ThI2I.211 Design and Validation of a Soft Self-Centering Gripper for Delicate Object Handling
ThI2I.389 Efficient Alignment of Unconditioned Action Prior for Language-Conditioned Pick and Place in Clutter (I) 2503.09423
ThI2I.96 A Hybrid Optimization Framework for Grasp Synthesis under Partial Observations
TuAT3.8 Leveraging Embodied Mechanical Intelligence for Learning Decluttering Tasks
TuI1I.113 Taxonomy-Aware Dynamic Motion Generation on Hyperbolic Manifolds 2509.21281
TuI1I.117 Zero-Shot Exocentric Viewpoint-Robust Imitation Learning (VIL): Bridging Handheld Gripper and Exocentric Views
TuI1I.142 Hierarchical Reactive Grasping Via Task-Space Velocity Fields and Joint-Space Quadratic Programming 2509.01044
TuI1I.283 A Novel Soft Gripper Design Integrating a Unilateral Fingernail-Like Mechanism for Grasping Flat Object
TuI1I.328 DiffuDepGrasp: Diffusion-Based Depth Noise Modeling Empowers Sim-To-Real Robotic Grasping 2511.12912
TuI1I.425 HEAPGrasp: Hand-Eye Active Perception to Grasp Objects with Diverse Optical Properties
TuI1I.48 GSWorld: Closed-Loop Photo-Realistic Simulation Suite for Robotic Manipulation 2510.20813
TuI1I.9 A Hyperspectral Imaging Guided Robotic Grasping System 2512.05578
TuI2I.205 Benchmarking the Effects of Object Pose Estimation and Reconstruction on Robotic Grasping Success 2602.17101
TuI2I.207 DAGDiff: Guiding Dual-Arm Grasp Diffusion to Stable and Collision-Free Grasps 2509.21145
TuI2I.29 A Benchmarking Study of Vision-Based Robotic Grasping Algorithms 2503.11163
TuI2I.403 Tracing Energy Flow: Learning Tactile-Based Grasping Force Control to Reduce Slippage in Dynamic Object Interaction 2512.21043
TuI2I.86 Pose Retargeting from a Single RGB Camera: Optimization-Based Hand Pose Retargeting and Wrist Pose Estimation
TuI2LB.17 Active Perception for Deformable Linear Objects Stiffness Estimation
WeI1I.150 Tool-Grasp: A 6-DoF Functional Grasping Framework for General-Purpose Hand Tools
WeI1I.298 LACY: A Vision-Language Model-Based Language-Action Cycle for Self-Improving Robotic Manipulation 2511.02239
WeI1I.305 GAPG: Geometry Aware Push-Grasping Synergy for Goal-Oriented Manipulation in Clutter 2603.21195
WeI1I.366 Zero-Shot Recognition of Test Tube Types by Automatically Collecting and Labeling RGB Data
WeI1I.433 A Cable-Driven Soft Robotic Hand with an In-Hand RGB-D Camera for Dexterous Grasping and Manipulation
WeI2I.126 GPD-AP: A Grasp Pose-Driven Active Perception Framework for Occlusion-Robust Robotic Manipulation
WeI2I.22 A Dual-Adhesion-Enhanced Soft Gripper with Microwedge Adhesives and SMA-Driven Microspines
WeI2I.362 Learning from Planned Data to Improve Robotic Pick-And-Place Planning Efficiency 2506.15920
WeI2I.366 Communication-Efficient Module-Wise Federated Learning for Grasp Pose Detection in Cluttered Environments 2507.05861
WeI2I.390 RoboPacker: An Autonomous Robotic Packing System for General Objects (I)
WeI2I.82 SureGrip: Perceptual Grasping of Natural Handholds for Free-Climbing Robots
WeI2I.95 Grasp-MPC: Closed-Loop Visual Grasping Via Value-Guided Model Predictive Control 2509.06201
WeI2LB.13 Towards Dexterous Agri-Food Manipulation: Topology-Dependent Interaction Patterns in a Reconfigurable Multifingered Gripper
WeI2LB.17 Curvature Adaptable Robotic End-Effectors
WeI2LB.8 An Underactuated Robotic Gripper with Flowability and Variable Stiffness for Food Bin-Picking

Perception for manipulation (82) — see Perception for manipulation

Code Title arXiv
ThI1I.114 Latent Representations for Visual Proprioception in Inexpensive Robots 2504.14634
ThI1I.134 NovaFlow: Zero-Shot Manipulation Via Actionable Flow from Generated Videos 2510.08568
ThI1I.185 GAF: Gaussian Action Field As a 4D Representation for Dynamic World Modeling in Robotic Manipulation 2506.14135
ThI1I.187 Beyond Domain Randomization: Event-Inspired Perception for Visually Robust Adversarial Imitation from Videos 2505.18899
ThI1I.195 Robotic Grasping and Placement Controlled by EEG-Based Hybrid Visual and Motor Imagery 2603.03181
ThI1I.198 OHMM-PA: A Learning from Demonstration Approach Using Online Hidden Markov Models with Path Planning
ThI1I.212 CoVAR: Co-Generation of Video and Action for Robotic Manipulation Via Multi-Modal Diffusion 2512.16023
ThI1I.25 Haptic Stiffness Perception Using Hand Exoskeletons in Tactile Robotic Telemanipulation 2412.02613
ThI1I.330 UniDoorManip: Learning Universal Door Manipulation Policy Over Large-Scale and Diverse Door Manipulation Environments 2403.02604
ThI1I.333 Kinematify: Open-Vocabulary Synthesis of High-DoF Articulated Objects 2511.01294
ThI1I.383 SPILL: Size, Pose, and Internal Liquid Level Estimation of Transparent Glassware for Robotic Bartending
ThI1I.407 VERM: Leveraging Foundation Models to Create a Virtual Eye for Efficient 3D Robotic Manipulation 2512.16724
ThI1I.52 GP3: A 3D Geometry-Aware Policy with Multi-View Images for Robotic Manipulation 2509.15733
ThI1I.99 Mash, Spread, Slice! Learning to Manipulate Object States Via Visual Spatial Progress 2509.24129
ThI2I.114 Actron3D: Learning Actionable Neural Functions from Videos for Transferable Robotic Manipulation 2510.12971
ThI2I.121 Improving Robotic Manipulation Robustness Via NICE Scene Surgery 2511.22777
ThI2I.137 T-FunS3D: Task-Driven Hierarchical Open-Vocabulary 3D Functionality Segmentation
ThI2I.182 Instrumentation for Imitation Learning: Enhancing Training Datasets for Clothes Hanger Insertion 2605.23847
ThI2I.197 OCRA: Object-Centric Learning with 3D and Tactile Priors for Human-To-Robot Action Transfer 2603.14401
ThI2I.258 VistaBot: View-Robust Robot Manipulation Via Spatiotemporal-Aware View Synthesis 2604.21914
ThI2I.288 Real-To-Sim Robot Policy Evaluation with Gaussian Splatting Simulation of Soft-Body Interactions 2511.04665
ThI2I.337 PartPose: Attentive 6D Pose Estimation by Focusing on Graspable Parts of Multi-Part Deformable Objects
ThI2I.364 Interactive Robotic Moving Cable Segmentation by Motion Correlation
ThI2I.374 RUMI: Rummaging Using Mutual Information 2408.10450
ThI2I.406 SilRef: Joint Visual Silhouette and Tactile Pose Optimization for Transparent Object Manipulation
ThI2I.51 Informative Object-Centric Next Best View for Object-Aware 3D Gaussian Splatting in Cluttered Scenes
TuAT1.3 FP3: A 3D Foundation Policy for Robotic Manipulation 2503.08950
TuAT3.5 SceneComplete: Open-World 3D Scene Completion in Cluttered Real World Environments for Robot Manipulation 2410.23643
TuAT3.6 Robust Bayesian Scene Reconstruction with Retrieval-Augmented Priors for Precise Grasping and Planning 2411.19461
TuI1I.12 Distributional Treatment of Real2Sim2Real for Object-Centric Agent Adaptation in Vision-Driven DLO Manipulation 2502.18615
TuI1I.225 Coupled Particle Filters for Robust Affordance Estimation 2603.15223
TuI1I.242 PokeNet: Learning Kinematic Models of Articulated Objects from Human Observations 2602.02741
TuI1I.294 COMPASS: Confined-Space Manipulation Planning with Active Sensing Strategy 2509.14787
TuI1I.325 An Autonomous and Hardware-Agnostic Vision-Servoed System for Microdevice Injection
TuI1I.353 Plug-And-Play Shape Matching Module for Zero-Shot Mesh-Free Grasp Refinement on Unknown Objects
TuI1I.364 Fine-Grained Classification for Depth Estimation from Monocular Microscopy for Robotic Micromanipulation of Motile Cells
TuI1I.397 Learning 6D Object Pose Estimation with Event Cameras Using Synthetic Data and Domain Randomization
TuI1I.431 Active-Perceptive Language-Oriented Grasp Policy for Heavily Cluttered Scenes
TuI1I.68 Perception-Control Coupled Visual Servoing for Textureless Objects Using Keypoint-Based EKF 2602.06834
TuI1I.86 AdapGrasp: A Stiffness and Grasp Affordance Dataset with a Transformer-Based Adaptive Grasp Model
TuI1I.97 RoboHitch: Learning Visual Affordance from Disordered Keypoints for Hitch Knots Tying 2605.24394
TuI1LB.8 Uncertainty-Aware Stereo Grasp Point Selection for Deformable Linear Objects
TuI2I.123 Dream2Flow: Bridging Video Generation and Open-World Manipulation with 3D Object Flow 2512.24766
TuI2I.198 Tactile Memory for Continuous Policy Blending in Unified Force-Impedance Control
TuI2I.219 CloSE: A Geometric Shape-Agnostic Cloth State Representation 2504.05033
TuI2I.250 Category-Level Object Shape and Pose Estimation in Less Than a Millisecond 2509.18979
TuI2I.316 MGS-Track: Monocular 6DoF Pose Tracking Via Masked 3D Prior and Online Gaussian Splatting
TuI2I.323 3D Dynamics-Aware Manipulation: Endowing Manipulation Policies with 3D Foresight 2502.10028
TuI2I.336 The Price Is Not Right: Neuro-Symbolic Methods Outperform VLAs on Structured Long-Horizon Manipulation Tasks with Significantly Lower Energy Consumption 2602.19260
TuI2I.345 Visual Category-Guided One-Shot Open Affordance Grounding
TuI2I.364 ILeSiA: Interactive Learning of Robot Situational Awareness from Camera Input 2409.20173
TuI2I.436 Augmented Reality for RObots (ARRO): Pointing Visuomotor Policies towards Visual Robustness 2505.08627
TuI2I.90 Diffusion Knows Transparency: Repurposing Video Diffusion for Transparent Object Depth and Normal Estimation 2512.23705
TuI2LB.16 Toward Multimodal Liquid-Level Estimation for Closed-Loop Robotic Pouring
WeAT3.1 GFreeDet2: Exploiting Gaussian Splatting and Foundation Models for RGB-Based Model-Free 2D and 6D Detection of Unseen Objects 2412.01552
WeI1I.131 Imagine2Act: Leveraging Object-Action Motion Consistency from Imagined Goals for Robotic Manipulation 2509.17125
WeI1I.159 Bi-Manual Joint Camera Calibration and Scene Representation 2505.24819
WeI1I.16 CVF-DLO: Cross-Visual-Field Branched Deformable Linear Objects Route Estimation
WeI1I.194 SE(3)-PoseFlow: Estimating 6D Pose Distributions for Uncertainty-Aware Robotic Manipulation 2511.01501
WeI1I.214 PIRATR: Parametric Object Inference for Robotic Applications with Transformers in 3D Point Clouds 2602.05557
WeI1I.228 Sparse Meets Dense: Correspondence Guided Robotic Manipulation with Rigid-Deformable Interactions
WeI1I.252 VO-DP: Semantic-Geometric Adaptive Diffusion Policy for Vision-Only Robotic Manipulation 2510.15530
WeI1I.268 Ego-Vision World Model for Humanoid Contact Planning 2510.11682
WeI1I.271 GeoLanG: Geometry-Aware Language-Guided Grasping with Unified RGB-D Multimodal Learning 2602.04231
WeI1I.362 TORM: Transparent Objects Reconstruction and Manipulation with Multi-View Segmentation
WeI1I.382 Fixture-Free Automated Sewing System Using Dual-Arm Manipulator and High-Speed Fabric Edge Detection
WeI1I.88 EdgeGrasp: Enhancing Edge Perception for 7-DoF Grasping Pose Estimation in Cluttered Scenes
WeI1I.89 Seeing the Bigger Picture: 3D Latent Mapping for Mobile Manipulation Policy Learning 2510.03885
WeI1I.92 Point2Act: Efficient 3D Distillation of Multimodal LLMs for Zero-Shot Context-Aware Grasping 2508.03099
WeI2I.131 Learning to Grasp by Integrating Human Preferences and Success Feedback
WeI2I.181 Clutt3R-Seg: Sparse-View 3D Instance Segmentation for Language-Grounded Grasping in Cluttered Scenes 2602.11660
WeI2I.196 Visual-Auditory Extrinsic Contact Estimation 2409.14608
WeI2I.198 RoboPCA: Pose-Centered Affordance Learning from Human Demonstrations for Robot Manipulation 2603.07691
WeI2I.223 From Swept Contact to Pose: Probe-Aware Registration Via Complementary-Shape Docking
WeI2I.230 Subsecond 3D Mesh Generation for Robot Manipulation 2512.24428
WeI2I.254 Sim2real Image Translation Enables Viewpoint-Robust Policies from Fixed-Camera Datasets 2601.09605
WeI2I.289 Beyond the Patch: Exploring Vulnerabilities of Visuomotor Policies Via Viewpoint-Consistent 3D Adversarial Object 2603.04913
WeI2I.312 CAVER: Curious AudioVisual Exploring Robot 2511.07619
WeI2I.327 GUIDES: Guidance Using Instructor-Distilled Embeddings for Pre-Trained Robot Policy Enhancement 2511.03400
WeI2I.33 DynOPETs: A Versatile Benchmark for Dynamic Object Pose Estimation and Tracking in Moving Camera Scenarios 2503.19625
WeI2I.331 OmniMap: A General Mapping Framework Integrating Optics, Geometry, and Semantics 2509.07500
WeI2I.5 NaturalVLM: Leveraging Fine-Grained Natural Language for Affordance-Guided Visual Manipulation 2403.08355

Manipulation planning & TAMP (50) — see Manipulation planning & TAMP

Code Title arXiv
ThAT1.6 Robust Task Planning via Failure Detection Using Scene Graph from Multi-View Images
ThBT2.7 Learning Problem Decomposition for Efficient Sequential Multi-Object Manipulation Planning 2408.06843
ThI1I.242 Find the Fruit: Zero-Shot Sim2Real RL for Occlusion-Aware Plant Manipulation 2505.16547
ThI1I.29 Tidiness Score-Guided Monte Carlo Tree Search for Visual Tabletop Rearrangement 2502.17235
ThI1I.358 A Closed-Chain Approach to Generating Affordance Joint Trajectories for Robotic Manipulators
ThI1I.397 Whole-Body Integrated Motion Planning for Aerial Manipulators 2501.06493
ThI1I.72 Not Throwing Away My Shot: Planning Ahead with Dual Subgoals in Long-Horizon Robot Manipulation Tasks
ThI1I.86 Uni-Skill: Building Self-Evolving Skill Repository for Generalizable Robotic Manipulation 2603.02623
ThI2I.132 Seeing Farther and Smarter: Value-Guided Multi-Path Reflection for VLM Policy Optimization 2602.19372
ThI2I.175 The iMETRO Dynamic Simulation: An Open-Source Simulator for Intravehicular Space Robotics Research
ThI2I.183 Accelerated Multi-Modal Motion Planning Using Context-Conditioned Diffusion Models (CAMPD) 2510.14615
ThI2I.295 A Contact-Driven Framework for Manipulating in the Blind 2510.20177
ThI2I.300 GeoFIK: A Fast and Reliable Geometric Solver for the IK of the Franka Arm Based on Screw Theory 2503.03992
ThI2I.54 Distracted Robot: How Visual Clutter Undermine Robotic Manipulation 2511.22780
ThI2I.63 CAPE: Context-Aware Diffusion Policy via Proximal Mode Expansion for Collision Avoidance 2511.22773
TuAT3.4 DYMO-Hair: Generalizable Volumetric Dynamics Modeling for Robot Hair Manipulation 2510.06199
TuI1I.114 From CAD to POMDP: Probabilistic Planning for Robotic Disassembly of End-Of-Life Products 2511.23407
TuI1I.126 Planning Using Belief Summaries for Goal-Directed Manipulation of Articulated Objects with Force and Proprioception
TuI1I.211 Pack It In: Packing into Partially Filled Containers through Contact 2602.12095
TuI1I.244 Safety-Critical Dynamic Motion Generation for Manipulators Using Differentiable Distance Fields in Configuration Space 2412.16456
TuI1I.298 ConsistencyPlanner: Real-Time Planning with Fast-Sampling Consistency Models
TuI1I.415 TARAD: Task-Aware Robot Affordance-Centric Diffusion Policy Learned from LLM-Generated Demonstrations
TuI1I.47 KAN Policy: Learning Efficient and Smooth Robotic Trajectories via Kolmogorov-Arnold Networks
TuI2I.105 MO-SeGMan: Rearrangement Planning Framework for Multi-Objective Sequential and Guided Manipulation in Constrained Environments 2511.01476
TuI2I.12 Robust and Error-Tolerant Peg-In-Hole Assembly Using Simple Control
TuI2I.142 Learning Composable Skills by Discovering Spatial and Temporal Structure with Foundation Models (STACK)
TuI2I.143 Enhancing Classical Motion Planners Using RL with Safety Guarantees 2403.18524
TuI2I.15 H-MaP: An Iterative and Hybrid Sequential Manipulation Planner 2403.10436
TuI2I.201 DynDLO: Learning-Based Trajectory Planning for Dynamic Robotic Manipulation of Deformable Linear Objects
TuI2I.272 Run-Time Optimization of Overall Energy Consumption in Lightweight Collaborative Arms for Repetitive Tasks
TuI2I.303 Learning to Drive by Imitating Surrounding Vehicles 2503.05997
TuI2I.407 A Differential Dynamic Programming Framework for Inverse Reinforcement Learning 2407.19902
TuI2I.88 Robustness-Aware Tool Selection and Manipulation Planning with Learned Energy-Informed Guidance 2506.03362
WeBT1.8 SymSkill: Symbol and Skill Co-Invention for Data-Efficient and Reactive Long-Horizon Manipulation 2510.01661
WeBT2.2 Human2Nav: Learning Crowd Navigation from Human Videos across Robots via Feasibility-Guided Flow Matching
WeBT2.4 Shifted Flow Policy: Uncertainty-Aware Time Reparameterization for Visuomotor Learning
WeBT2.5 Closed-Loop Action Chunks with Dynamic Corrections for Training-Free Diffusion Policy (DCDP) 2603.01953
WeI1I.124 Placeit! A Framework for Learning Robot Object Placement Skills 2510.09267
WeI1I.179 Task Generalization with Pathwise Conditioning of Gaussian Process for Learning from Demonstration
WeI1I.187 Optimal Dexterity Path Planning for Robotic Manipulators Using Rapid Workspace Density Approximation
WeI1I.221 3DFacePolicy: Speech-Driven 3D Facial Animation Based on Diffusion Policy 2409.10848
WeI1I.256 MOASIC: Skill-Centric Manipulation Planning with Physics Simulation 2504.16738
WeI1I.339 AORRTC: Almost-Surely Asymptotically Optimal Planning with RRT-Connect 2505.10542
WeI1I.64 IMPACT: Intelligent Motion Planning with Acceptable Contact Trajectories via Vision-Language Models 2503.10110
WeI1I.68 Global Tensor Motion Planning 2411.19393
WeI2I.116 MetaDP: Meta-Manipulation Diffusion Policy for Robotic Manipulation
WeI2I.159 Manual2Skill++: Connector-Aware General Robotic Assembly from Instruction Manuals via Vision–Language Models 2510.16344
WeI2I.184 AdaptPNP: Integrating Prehensile and Non-Prehensile Skills for Adaptive Robotic Manipulation 2511.11052
WeI2I.259 Screw Geometry Meets Bandits: Incremental Acquisition of Demonstrations to Generate Manipulation Plans 2410.18275
WeI2I.300 GPU-Accelerated Continuous-Time Successive Convexification for Contact-Implicit Legged Locomotion 2604.09993

Diffusion & flow-matching policies (46) — see Diffusion & flow-matching policies

Code Title arXiv
ThBT2.9 Factorizing Diffusion Policies for Observation Modality Prioritization 2509.16830
ThI1I.11 Motion before Action: Diffusing Object Motion As Manipulation Condition 2411.09658
ThI1I.127 Compose by Focus: Scene Graph-Based Atomic Skills 2509.16053
ThI1I.136 MIMIC-D: Multi-Modal Imitation for Multi-Agent Coordination with Decentralized Diffusion Policies 2509.14159
ThI1I.257 Conditional Flow-VAE for Safety-Critical Traffic Scenario Generation 2605.04366
ThI1I.282 PPGuide: Steering Diffusion Policies with Performance Predictive Guidance 2603.10980
ThI1I.285 Prepare before You Act: Learning from Humans to Rearrange Initial States 2509.18043
ThI1I.367 S²-Diffusion: Generalizing from Instance-Level to Category-Level Skills in Robot Manipulation 2502.09389
ThI1I.379 Mini Diffuser: Fast Multi-Task Diffusion Policy Training Using Two-Level Mini-Batches 2505.09430
ThI1I.58 RoboMatch: A Unified Mobile-Manipulation Teleoperation Platform with Auto-Matching Network Architecture for Long-Horizon Tasks 2509.08522
ThI1I.63 DynaFlow: Dynamics-Embedded Flow Matching for Physically Consistent Motion Generation from State-Only Demonstrations 2509.19804
ThI1I.88 Physically-Based Lighting Generation for Robotic Manipulation 2508.01442
ThI2I.122 HITL-D: Human in the Loop Diffusion Assisted Shared Control 2605.21460
ThI2I.161 DA-MMP: Learning Coordinated and Accurate Throwing with Dynamics-Aware Motion Manifold Primitives 2509.23721
ThI2I.262 WorldPlanner: Monte Carlo Tree Search and MPC with Action-Conditioned Visual World Models 2511.03077
ThI2I.281 X-Diffusion: Training Diffusion Policies on Cross-Embodiment Human Demonstrations 2511.04671
ThI2I.311 Diffusion Stabilizer Policy for Automated Surgical Robot Manipulations 2503.01252
ThI2I.71 SafeFlowMPC: Predictive and Safe Trajectory Planning for Robot Manipulators with Learning-Based Policies 2602.12794
ThI2LB.10 Diffusion Policy for Robot-Assisted Dressing with Moving Human Arms
TuAT1.1 GRITS: A Spillage-Aware Guided Diffusion Policy for Robot Food Scooping Tasks 2510.00573
TuAT1.4 Do You Know Where Your Camera Is? View-Invariant Policy Learning with Camera Conditioning 2510.02268
TuBT1.2 Uncertainty Comes for Free: Human-In-The-Loop Policies with Diffusion Models 2503.01876
TuI1I.104 Scaling Single Human Demonstrations for Imitation Learning Using Generative Foundational Models 2602.12734
TuI1I.170 Joint Flow Trajectory Optimization for Feasible Robot Motion Generation from Video Demonstrations 2509.20703
TuI1I.191 From Demonstrations to Safe Deployment: Path-Consistent Safety Filtering for Diffusion Policies 2511.06385
TuI1I.215 FUNCanon: Learning Pose-Aware Action Primitives Via Functional Object Canonicalization for Generalizable Robotic Manipulation 2509.19102
TuI1I.259 Physics-Informed Diffusion Mamba Transformer for Real-World Driving 2602.00808
TuI1I.299 Ventura: Adapting Image Diffusion Models for Unified Task Conditioned Navigation 2510.01388
TuI1I.63 Latent Action Diffusion for Cross-Embodiment Manipulation 2506.14608
TuI1I.78 Seeing Motion, Generating Action: Explicit Motion-Aware Policy for Robotic Action Generation
TuI2I.158 MAKP: Multi-Mode Accurate Kicking Policy for Humanoid Robots
TuI2I.160 NavDP: Learning Sim-To-Real Navigation Diffusion Policy with Privileged Information Guidance 2505.08712
TuI2I.45 Inference-Stage Adaptation-Projection Strategy Adapts Diffusion Policy to Cross-Manipulators Scenarios 2509.11621
TuI2I.63 SCOOP'D: Learning Mixed-Liquid-Solid Scooping Via Sim2Real Generative Policy 2510.11566
WeBT2.3 Hybrid Diffusion Policies with Projective Geometric Algebra for Efficient Robot Manipulation Learning 2507.05695
WeI1I.114 Unified Humanoid Fall-Safety Policy from a Few Demonstrations 2511.07407
WeI1I.153 MoE-DP: An MoE-Enhanced Diffusion Policy for Robust Long-Horizon Robotic Manipulation with Skill Decomposition and Failure Recovery 2511.05007
WeI1I.192 DRAW2ACT: Turning Depth-Encoded Trajectories into Robotic Demonstration Videos 2512.14217
WeI1I.211 ADM-DP: Adaptive Dynamic Modality Diffusion Policy through Vision-Tactile-Graph Fusion for Multi-Agent Manipulation 2602.21622
WeI1I.222 Masquerade: Learning from In-The-Wild Human Videos Using Data-Editing 2508.09976
WeI1I.23 DISCO: Language-Guided Manipulation with Diffusion Policies and Constrained Inpainting 2406.09767
WeI1I.27 Motion Manifold Flow Primitives for Task-Conditioned Trajectory Generation under Complex Task-Motion Dependencies 2407.19681
WeI2I.132 Disentangled Point Diffusion for Precise Object Placement
WeI2I.299 SeFA-Policy: Fast and Accurate Visuomotor Policy Learning with Selective Flow Alignment 2511.08583
WeI2I.311 Physically-Grounded Data Generation Via Video Diffusion Models
WeI2I.340 Diffusion Trajectory-Guided Policy for Long-Horizon Robot Manipulation 2502.10040

Imitation learning & LfD (116) — see Imitation learning & LfD

Code Title arXiv
ThAT1.4 The One RING: A Robotic Indoor Navigation Generalist 2412.14401
ThBT2.3 SCIZOR: A Self-Supervised Approach to Data Curation for Large-Scale Imitation Learning 2505.22626
ThI1I.122 One-Shot Cross-Geometry Skill Transfer through Part Decomposition 2604.15455
ThI1I.17 BOSS: Benchmark for Observation Space Shift in Long-Horizon Task 2502.15679
ThI1I.192 MOVE: A Simple Motion-Based Data Collection Paradigm for Spatial Generalization in Robotic Manipulation 2512.04813
ThI1I.201 Teaching to Individual Needs: Bidirectional Teacher-Student Learning for Wheeled-Legged Locomotion
ThI1I.202 CAPS: Context-Aware Priority Sampling for Enhanced Imitation Learning in Autonomous Driving 2503.01650
ThI1I.203 Data-Efficient Hierarchical Goal-Conditioned Reinforcement Learning Via Normalizing Flows 2602.11142
ThI1I.214 Generative Adversarial Imitation Learning for Robot Swarms: Learning from Human Demonstrations and Trained Policies 2603.02783
ThI1I.238 COBALT: Crowdsourcing Robot Learning Via Cloud-Based Teleoperation with Smartphones
ThI1I.273 SafeDMPs: Integrating Formal Safety with DMPs for Adaptive HRI 2603.29708
ThI1I.299 Rainbow-DemoRL: Combining Improvements in Demonstration-Augmented Reinforcement Learning 2603.27400
ThI1I.31 Differentiable Motion Manifold Primitives for Reactive Motion Generation under Kinodynamic Constraints 2410.12193
ThI1I.323 AutoFocus-IL: VLM-Based Saliency Maps for Data-Efficient Visual Imitation Learning without Extra Human Annotations 2511.18617
ThI1I.326 Learning Sidewalk Autopilot from Multi-Scale Imitation with Corrective Behavior Expansion 2603.22527
ThI1I.435 A Taxonomy for Evaluating Generalist Robot Manipulation Policies 2503.01238
ThI1I.94 GRAPE: Generalizing Robot Policy Via Preference Alignment 2411.19309
ThI2I.123 Learning Neural Control Barrier Functions from Expert Demonstrations Using Inverse Constraint Learning 2510.21560
ThI2I.142 KiRAS: Keyframe Guided Self-Imitation for Robust and Adaptive Skill Learning in Quadruped Robots 2603.15179
ThI2I.153 Quality Over Quantity: Demonstration Curation Via Influence Functions for Data-Centric Robot Learning 2603.09056
ThI2I.158 ABPolicy: Asynchronous B-Spline Flow Policy for Real-Time and Smooth Robotic Manipulation 2602.23901
ThI2I.160 Real-Time Robotic Needle Insertion in Deformable and Moving Structure Using Learning-By-Example Method
ThI2I.162 The Curse of Precision: A Data Scaling Law for High-Precision Robotic Manipulation
ThI2I.170 A Computationally Efficient Nonparametric Approach for Robot Imitation Learning
ThI2I.188 UltraHiT: A Hierarchical Transformer Architecture for Generalizable Internal Carotid Artery Robotic Ultrasonography 2509.13832
ThI2I.202 Narrate2Nav: Real-Time Visual Navigation with Implicit Language Reasoning in Human-Centric Environments 2506.14233
ThI2I.233 Masked IRL: LLM-Guided Reward Disambiguation from Demonstrations and Language 2511.14565
ThI2I.234 Using Non-Expert Data to Robustify Imitation Learning Via Offline Reinforcement Learning 2510.19495
ThI2I.240 Flip Stunts on Bicycle Robots Using Iterative Motion Imitation 2603.27944
ThI2I.259 Data Scaling Laws for Imitation Learning-Based End-To-End Autonomous Driving 2412.02689
ThI2I.280 ECAHD: Efficient Collision-Aware Hierarchical Diffusion Navigation
ThI2I.283 Cross-Embodiment Transfer Via Behavior-Aligned Representations
ThI2I.348 A Soft-Rigid Hybrid Robot-Assisted Feeding System with a Tendon-Driven Continuum Robot
ThI2I.353 ILCL: Inverse Logic-Constraint Learning from Temporally Constrained Demonstrations 2507.11000
ThI2I.404 Cross-Embodiment Imitation: Learning a Unified Latent Space for Multi-Robot Control 2601.15419
ThI2I.410 STAGE: STyle-Controllable Action GEneration for Personalized Autonomous Driving
ThI2I.418 Behavior-Controllable Stable Dynamics Models on Riemannian Configuration Manifolds
ThI2I.56 Real-Is-Sim: Bridging the Sim-To-Real Gap with a Dynamic Digital Twin 2504.03597
ThI2I.60 Fast ECoT: Efficient Embodied Chain-Of-Thought Via Thoughts Reuse 2506.07639
ThI2I.98 ViSA-Flow: Accelerating Robot Skill Learning Via Large-Scale Video Semantic Action Flow 2505.01288
TuBT3.5 Learning Location-Specific Latent Behavior Priors for Occupancy Prediction in Automated Driving
TuI1I.108 Training Humans to Teach Robots: Large and Lasting Skill Gains
TuI1I.120 Behavior Foundation Model for Humanoid Robots 2509.13780
TuI1I.134 SOE: Sample-Efficient Robot Policy Self-Improvement Via On-Manifold Exploration 2509.19292
TuI1I.146 From Dream to Action: Hierarchical Policy Learning with 3D World Imagination for Robotic Manipulation
TuI1I.150 CLAR: Learning 3D Representations for Robotic Manipulation by Fusing Masked Reconstruction with Multi-Level Contrastive Alignment
TuI1I.239 AVR: Active Vision-Driven Precise Robot Manipulation with Viewpoint and Focal Length Optimization 2503.01439
TuI1I.250 Robot Control Stack: A Lean Ecosystem for Robot Learning at Scale 2509.14932
TuI1I.322 Learning Dynamical System-Based Robot Motions from Demonstrations Via ODE-Driven Diffeomorphic Mappings
TuI1I.327 MolmoAct: Action Reasoning Models That Can Reason in Space 2508.07917
TuI1I.333 Learning Constraint-Aware Dynamical Systems from Human Demonstrations for Constrained Manipulation Tasks
TuI1I.336 LLM Trainer: Automated Robotic Data Generating Via Demonstration Augmentation Using LLMs 2509.20070
TuI1I.363 Task-Parameterized Motion Learning with Time-Sensitive Constraints 2312.03506
TuI1I.410 Safe and Stable Neural Network Dynamical Systems for Robot Motion Planning 2511.20593
TuI1I.72 T2S: Tokenized Skill Scaling for Lifelong Imitation Learning 2508.01167
TuI1I.75 CoPlanner: An Interactive Motion Planner with Contingency-Aware Diffusion for Autonomous Driving 2509.17080
TuI1I.98 A Passivity-Based Framework for Dynamic Arbitration between Trajectory and Force Tracking Using Human Demonstration
TuI1LB.2 Learning Contact Tasks Skills Based on DMP and Affordance Templates
TuI1LB.3 Learning Traversability Cost Maps with Decomposed Uncertainties Via Continuous-State MEDIRL
TuI2I.102 SPREAD: Subspace Representation Distillation for Lifelong Imitation Learning 2603.08763
TuI2I.118 Learning Quadruped Walking from Seconds of Demonstration 2603.06961
TuI2I.139 Viper: Verifiable Imitation Learning Policy for Efficient Robotic Manipulation
TuI2I.145 D-CLING: Prior-Preserving Depth-Conditioned Fine-Tuning for Navigation Foundation Models
TuI2I.168 History-Aware Visuomotor Policy Learning Via Point Tracking 2509.17141
TuI2I.195 MLA: A Multisensory Language–Action Model for Multimodal Understanding and Forecasting in Robotic Manipulation 2509.26642
TuI2I.259 EgoMI: Learning Active Vision and Whole-Body Manipulation from Egocentric Human Demonstrations 2511.00153
TuI2I.270 Unlocking the Potential of Soft Actor-Critic for Imitation Learning 2509.24539
TuI2I.280 RPG: Robust Policy Gating for Smooth Multi-Skill Transitions in Humanoid Fighting 2604.21355
TuI2I.286 AMPLIFY: Actionless Motion Priors for Robot Learning from Videos 2506.14198
TuI2I.3 RAMPA: Robotic Augmented Reality for Machine Programming by DemonstrAtion 2410.13412
TuI2I.328 Quasimetric Decision Transformers: Enhancing Goal-Conditioned Reinforcement Learning with Structured Distance Guidance
TuI2I.332 NavGSim: High-Fidelity Gaussian Splatting Simulator for Large-Scale Navigation 2603.15186
TuI2I.348 MTIL: Encoding Full History with Mamba for Temporal Imitation Learning 2505.12410
TuI2I.358 An Alignment-Based Approach to Learning Motions from Demonstrations 2511.14988
TuI2I.367 Efficient Learning of Object Placement with Intra-Category Transfer 2411.03408
TuI2I.38 Playbook: Scalable Discrete Skill Discovery from Unstructured Datasets for Long-Horizon Decision-Making Problems
TuI2I.388 Mimir: Hierarchical Goal-Driven Diffusion with Uncertainty Propagation for End-To-End Autonomous Driving 2512.07130
TuI2I.53 Flow-Enabled Generalization to Human Demonstrations in Few-Shot Imitation Learning 2602.10594
TuI2I.72 Perfect Prediction or Plenty of Proposals? What Matters Most in Planning for Autonomous Driving 2510.15505
TuI2LB.10 Hierarchical Grid-Based Sensor Pose Extraction for Demonstration Dataset Generation
TuI2LB.24 Learning from Demonstrations Over Riemannian Manifolds Using Neural ODEs
WeAT2.2 Breaking the Latency Barrier: Synergistic Perception and Control for High-Frequency 3D Ultrasound Servoing 2511.00983
WeBT2.7 Better Than Diverse Demonstrators: Reward Decomposition from Suboptimal and Heterogeneous Demonstrations
WeBT3.1 TWIST2: Scalable, Portable, and Holistic Humanoid Data Collection System 2511.02832
WeBT3.3 MimicDroid: In-Context Learning for Humanoid Robot Manipulation from Human Play Videos 2509.09769
WeI1I.134 Robust Online Residual Refinement Via Koopman-Guided Dynamics Modeling 2509.12562
WeI1I.199 Task Robustness Via Re-Labelling Vision-Action Robot Data
WeI1I.218 Unsupervised Domain Adaptation for Robust Imitation Learning under Visual Perturbations
WeI1I.231 Overcoming Imperfect Kinematics in Surgical Robotics through Sim-To-Real Visuomotor Learning
WeI1I.235 Adaptive Motion Priors with Constrained Optimization
WeI1I.279 PEEK: Guiding and Minimal Image Representations for Zero-Shot Generalization of Robot Manipulation Policies 2509.18282
WeI1I.286 Beyond the Majority: Long-Tail Imitation Learning for Robotic Manipulation 2602.06512
WeI1I.30 Dynamic Movement Primitives with Control Barrier Functions for Constrained Trajectory Planning
WeI1I.358 Riemannian Time Warping: Multiple Sequence Alignment in Curved Spaces 2506.01635
WeI1I.380 Spline-FRIDA: Towards Diverse, Humanlike Robot Painting Styles with a Sample-Efficient, Differentiable Brush Stroke Model 2412.00597
WeI1I.424 Sequentially Teaching Sequential Tasks (ST)²: Teaching Robots Long-Horizon Manipulation Skills 2510.21046
WeI1I.45 Learning Multiple Initial Solutions to Optimization Problems 2411.02158
WeI1I.61 The Temporal Trap: Entanglement in Pre-Trained Visual Representations for Visuomotor Policy Learning 2502.03270
WeI1I.71 R2BC: Multi-Agent Imitation Learning from Single-Agent Demonstrations 2510.18085
WeI1I.74 Synthetic vs. Real Training Data for Visual Navigation 2509.11791
WeI1I.96 MotionTrans: Human VR Data Enable Motion-Level Learning for Robotic Manipulation Policies 2509.17759
WeI1LB.19 TeNet: Text-To-Network for Compact Policy Synthesis 2601.15912
WeI2I.115 EDAIL: Adversarial Imitation Learning Via Exploration-Driven Data Augmentation
WeI2I.133 Learning Social Navigation from Positive and Negative Demonstrations and Rule-Based Specifications 2510.12215
WeI2I.172 Failure Identification in Imitation Learning Via Statistical and Semantic Filtering 2604.13788
WeI2I.182 HAND Me the Data: Fast Robot Adaptation Via Hand Path Retrieval 2505.20455
WeI2I.193 EasyMimic: A Low-Cost Framework for Robot Imitation Learning from Human Videos 2602.11464
WeI2I.21 Spatio-Temporal Motion Retargeting for Quadruped Robots 2404.11557
WeI2I.27 From Movement Primitives to Distance Fields to Dynamical Systems 2504.09705
WeI2I.276 ActiveUMI: Robotic Manipulation with Active Perception from Robot-Free Human Demonstrations 2510.01607
WeI2I.291 Beyond the Teacher: Leveraging Mixed-Skill Demonstrations for Robust Imitation Learning
WeI2I.294 Cross-Modal Instructions for Robot Motion Generation 2509.21107
WeI2I.305 SoftMimicGen: A Data Generation System for Scalable Robot Learning in Deformable Object Manipulation 2603.25725
WeI2I.383 Real-Time Generation of Near-Minimum-Energy Trajectories Via Constraint-Informed Residual Learning 2501.09450
WeI2I.438 Toward Efficient and Robust Behavior Models for Multi-Agent Driving Simulation 2512.05812
WeI2I.439 Imitation-BT: Automating Behavior Tree Generation by Echoing Reinforcement Learning Agents

RL · datasets · sim · representation (39) — see RL · datasets · sim · representation

Code Title arXiv
ThBT2.2 Dense-Jump Flow Matching with Non-Uniform Time Scheduling for Robotic Policies: Mitigating Multi-Step Inference Degradation 2509.13574
ThI1I.109 Reference-Free Sampling-Based Model Predictive Control 2511.19204
ThI1I.302 Phys2Real: Fusing VLM Priors with Interactive Online Adaptation for Uncertainty-Aware Sim-To-Real Manipulation 2510.11689
ThI1I.340 SAGrid: Scaling Robot Simulation through Automatic Affordance Annotation on In-The-Wild 3D Assets
ThI1I.363 MLLM-Fabric: Multimodal Large Language Model-Driven Robotic Framework for Fabric Sorting and Selection 2507.04351
ThI2I.189 Impact-Robust Posture Optimization for Aerial Manipulation 2602.13762
ThI2I.269 Learning Collision-Free Object Goal Pushing for Quadruped Robots with Safe Corridors
ThI2I.306 LeHome: A Simulation Environment for Deformable Object Manipulation in Household Scenarios 2604.22363
ThI2I.356 The Challenges of Using Robots to Automate the Recycling of Electronic Devices
ThI2I.75 I-FailSense: Towards General Robotic Failure Detection with Vision-Language Models 2509.16072
ThI2I.86 Re³Sim: Generating High-Fidelity Simulation Data Via 3D-Photorealistic Real-To-Sim for Robotic Manipulation 2502.08645
TuAT1.2 Hierarchical DLO Routing with Reinforcement Learning and In-Context Vision-Language Models 2510.19268
TuI1I.196 Learning Push-Grasp Synergy for Occluded Objects in Cluttered Environments
TuI1I.222 SHaRe-RL: Structured, Interactive Reinforcement Learning for Contact-Rich Industrial Assembly Tasks 2509.13949
TuI1I.46 Learning to Design Soft Hands Using Reward Models 2510.17086
TuI1I.87 Shell-Type Soft Jig for Holding Objects During Disassembly 2509.13802
TuI1LB.17 ManiMorph: Object Representations in Robot Manipulators Morphology for Improving Multi-Task Manipulation Performance
TuI2I.125 Robotic Cell Manipulation at the Solid-Liquid Interface for Cryopreservation
TuI2I.153 Integrated Hydrogel Patterning and Dynamic Microparticle Manipulation Using Optoelectronic Tweezers
TuI2I.199 Judo: A User-Friendly Open-Source Package for Sampling-Based Model Predictive Control 2506.17184
TuI2I.22 Safety-Critical and Distributed Nonlinear Predictive Controllers for Teams of Quadrupedal Robots 2503.14656
TuI2I.268 Embracing Bulky Objects with Humanoid Robots: Whole-Body Manipulation with Reinforcement Learning 2509.13534
TuI2I.274 AnchorDream: Repurposing Video Diffusion for Embodiment-Aware Robot Data Synthesis 2512.11797
TuI2I.331 Failure-Aware RL: Reliable Offline-To-Online Reinforcement Learning with Self-Recovery for Real-World Manipulation 2601.07821
TuI2I.374 Controlling Deformable Objects with Non-Negligible Dynamics: A Shape-Regulation Approach to End-Point Positioning 2402.16114
WeAT1.4 OmniRetarget: Interaction-Preserving Data Generation for Humanoid Whole-Body Loco-Manipulation and Scene Interaction 2509.26633
WeI1I.294 Moving On, Even When You're Broken: Fail-Active Trajectory Generation Via Diffusion Policies Conditioned on Embodiment and Task (DEFT) 2602.02895
WeI1I.329 The Translational/Rotational Piezoelectric Impact Drive Mechanism for Cell/Tissue Extraction from Mouse Cranial Window
WeI1I.394 Neuromorphic Event Camera-Based Object Recognition and Grasping Position Detection Using a Transfer Learning-Enhanced Multi-Task Model
WeI1I.403 FlowDreamer: A RGB-D World Model with Flow-Based Motion Representations for Robot Manipulation 2505.10075
WeI2I.130 ATA: Bridging Implicit Reasoning with Attention-Guided and Action-Guided Inference for Vision-Language Action Models 2603.01490
WeI2I.137 RM-RL: Role-Model Reinforcement Learning for Precise Robot Manipulation 2510.15189
WeI2I.178 IntentionVLA: Generalizable and Efficient Embodied Intention Reasoning for Human–Robot Interaction 2510.07778
WeI2I.209 RoboSQ: Semantic Queries for Task-Aligned Robot Training Data
WeI2I.219 CASSR: Continuous A-Star Search through Reachability for Real Time Footstep Planning 2603.02989
WeI2I.257 Magnetic-Acoustic Microbubble Microrobot for Targeted Mechanical Stimulation of Cancer Cells
WeI2I.38 Denoising Particle Filters: Learning State Estimation with Single-Step Objectives 2602.19651
WeI2I.387 Primal-Dual iLQR for GPU-Accelerated Learning and Control in Legged Robots 2506.07823
WeI2I.39 GraspClutter6D: A Large-Scale Real-World Dataset for Robust Perception and Grasping in Cluttered Scenes 2504.06866

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