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Flux Baselines

Implementations of reinforcement learning algorithms using Flux NOTE: The code works on Julia 0.6.x. Upgrade to 1.0 will be released soon.

Updated to 1.x

Actor-critic

  • A2C

DDPG

  • DDPG

DQN

  • Double DQN
  • DQN
  • Duel DQN
  • Prioritized Replay DQN

Dependencies

Implemented Algorithms

  • Deep Q Networks [paper]
  • Double DQN [paper]
  • Dueling Double DQN [paper]
  • Prioritized Experience DQN [paper]
  • A2C [paper]
  • Deep Deterministic Policy Gradients [paper]

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Flux baselines: Implementations of reinforcement learning algorithms using Flux

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