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Reinforcement Algorithms - Policy Gradient, Q Learning, Double Q Learning, Deep Q Learning and Double Deep Q Learning

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chaitanya100100/RL-Algorithms-Pytorch

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RL-Algorithms-Pytorch

Reinforcement Algorithms - Policy Gradient, Q Learning, Double Q Learning, Deep Q Learning and Double Deep Q Learning

Results

  • DQN obtained the average score of 17/21
  • DDQN obtained the average score of 19/21

Both of them are playing like a pro player. Check out the videos below.

DQN : https://youtu.be/tplpUiHNxPU

DDQN : https://youtu.be/aK_Wrgg5sIM

DDQN is really playing like pro player.

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Reinforcement Algorithms - Policy Gradient, Q Learning, Double Q Learning, Deep Q Learning and Double Deep Q Learning

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