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Linear neural network with an actor critic used to solve OpenAI Gym environments

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TheodoreChristakis/ActorCriticNeuralNetwork

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ActorCriticNeuralNetwork

This is a basic actor critic neural network that can perform exceptionally well in defined environments and was extensively tested using the OpenAI Gym environments. For other defined environments this can be adapted by merely adjusting the running_reward algorithm and completion check. There is an abundance of documentation within the code for users who are new to reinforcement learning.

Dependencies

  • Pytorch
  • Gym (For open-ai gym use)
  • Numpy

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Linear neural network with an actor critic used to solve OpenAI Gym environments

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