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gymR

  • CartPole_v0 example: [https://gym.openai.com/docs/]
  • What if the stochastic approximation method is applied to reinforcement learning problems such as CartPole?
  • Here is result.
  1. Finite-difference stochastic approximation algorithm (FDSA)


  1. Simultaneous pertubation stochastic approximation algorithm (SPSA)


  1. Adaptive SPSA (2SPSA)

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Stochastic approximation with gym

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