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About

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

Why we did choose this repo?

  • It offers an adequate simulation environment for AI researchers as well as game developers.
  • It has good readme documentation that mentions stable releases, updated features, and additional resources for ML-Agent Toolkit.
  • It has more than a hundred contributors which include lots of active contributors.
  • It has wonderful documentation files in wide range of subjects from the usage of methods to the instructions about how to set hyperparameters.
  • It has a well explained installation guide.

Where does it lack?

  • It does not have a wiki page.
  • It does not have a sufficient number of labels to properly define an issue.
  • It does not have a good issue management system. Some issues remain open even though problem is resolved.