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陈狗翔 / soft-Q-learning

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README.md

SQL & SQIL

the implement of soft Q learning algorithm in pytorch

note that this is for discrete action space

update SQIL: soft q imitation learning

all code is in one file and easily to follow

requirment

  • tensorboardX (for logging, you can delete the logging code if you don't need)
  • pytorch (>= 1.0, 1.0.1 used in my experiment)
  • gym

in Cartpole-v0

Ref

Reinforcement Learning with Deep Energy-Based Policies

SQIL: Imitation Learning via Reinforcement Learning with Sparse Rewards

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discrete soft Q learning(SQL) and soft Q imitation learning(SQIL) implementation in pytorch, simple! spread retract
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