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DQN for TensorFlow #50

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ryanjulian opened this issue Apr 12, 2018 · 2 comments
Closed

DQN for TensorFlow #50

ryanjulian opened this issue Apr 12, 2018 · 2 comments
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@hejia-zhang
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algos New algorithms
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Week of June 4th

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@ryanjulian
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Original paper:
https://storage.googleapis.com/deepmind-media/dqn/DQNNaturePaper.pdf

OpenAI baselines implementation:
https://github.com/openai/baselines/tree/master/baselines/deepq

(There are many more resources on Google with DQN implementations in TF)

Sketch:

  • Provide an implementation in sandbox/rocky/tf/dqn.py
  • Add any needed primitives to rllab/ and sandbox/rocky/tf/
  • Provide a regression test (of the reward curve) against the openai/baselines implementation
@ryanjulian
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Make sure that you share code with the implementation of #26

@ryanjulian ryanjulian added the algos New algorithms label May 15, 2018
@ryanjulian ryanjulian modified the milestones: Week of May 10, Week of May 14, Week of May 21 May 15, 2018
@ryanjulian ryanjulian added this to the Week of June 4th milestone Jun 5, 2018
@ryanjulian ryanjulian mentioned this issue Jun 11, 2018
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@ryanjulian
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See rlworkgroup/garage#16

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