Environment - HiIAmTzeKean/SC3000-Artificial-Intelligence GitHub Wiki

tags:

  • 🌱
  • AI
  • ComputerScience
  • Search date: 11--Jan--2023

Environment

Factors

  • Accessible
    • Complete information access
  • Deterministic
    • Next state determined with probability of 1
    • Stochastic refers to the states with assigned probability
  • Episodic/ Sequential
    • Each episode not affected by past episode
  • Static
    • Environment does not change during processing
  • Discrete
    • Representation of perception can be represented by discrete domain

Why are these important

These factors affect how decisions are made by the Agent. For example if an environment is Semi Static then decision processing might not be completed in time and thus decisions might not be optimal.

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