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artificial-intelligence's Issues

Reinforcement Learning Issues

  • If there is no valid path to positive terminal states, the program does not behave correctly. A valid path is a path that leads to a positive terminal state with no obstacles/negative terminal states in the way for all possible actions.
  • Region(s) of the grid that is "cut-off" by obstacles still gets long-term utility value computed. "Cut-off" region refers to a portion of the grid that is not accessible by the agent.

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