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DQN implemented in keras with Dueling Network and Prioritized Experience Replay

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DQN

DQN implemented in keras. Learning to play Cartpole using Deep Q Learning.

Implemented

  • Replay Buffer to train using de-correlated batches
  • Separate Target Network to predict estimated q-values
  • Huber Loss for stability
  • Dueling Networks
  • Prioritized Experience Replay

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DQN implemented in keras with Dueling Network and Prioritized Experience Replay

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