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Taxisim

New York taxi simulator with Q-learning.

  • Requires Python >= 3.6.
  • Run using PyPy for a welcome 10x speed boost.
  • Scripts in the scripts directory should be run from the project's root directory.

This simulator uses reinforcement learning to optimise the size of individual vehicles in a (hypothetical) fleet of autonomous taxis roaming the streets of Manhattan.

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New York taxi simulator with Q-learning.

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