How it works...

In the Q-learning algorithm, the game world is treated as a state machine. It is important to bear in mind the meaning of the parameters:

  • alpha: This is the learning rate
  • gamma: This is the discount rate
  • rho: This is the randomness of exploration
  • nu: This is the length of the walk

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