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GridWorld

GridWorld is an example simulation created for PyGridWorld.

It simulates a simple 2D "grid world", where AI agents can move around to avoid dangerous obstacles. It features a small and simple neural network system that evolves over time, by duplicating and mutating agents that perform the best in a given time period. To this end, it provides some tweakable parameters in its state, so that a user can modify how the simulation behaves, and examine differences in performance based on the tweaks.

Dependencies

  • Eigen
  • EnTT 3.0
  • RapidJSON

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