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Reinforcement Learning tutorial by pytorch

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RL-Pytorch-Cartpole

Reinforcement Learning tutorial by pytorch

Implemented algorithms:

  • Deep Q-Learning (DQN)
  • Double DQN
  • Dueling DQN
  • Policy Gradient

Learning & Playing

Max step : 1000

DQN

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Playing :

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Double DQN

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Playing :

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Dueling DQN

alt text

Playing :

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Policy Gradient

More stable, Faster(not needed replay memory), more simple(not needed customizing policy) alt text

Playing :

alt text

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