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kengz / SLM-Lab

Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".
https://slm-lab.gitbook.io/slm-lab/
MIT License
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a2c a3c benchmark deep-reinforcement-learning dqn policy-gradient ppo pytorch reinforcement-learning sac

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SLM Lab
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Modular Deep Reinforcement Learning framework in PyTorch.

Documentation:
https://slm-lab.gitbook.io/slm-lab/

NOTE: the book branch has been updated for issue fixes. For the original code in the book Foundations of Deep Reinforcement Learning, check out to git tag v4.1.1
ppo beamrider ppo breakout ppo kungfumaster ppo mspacman
BeamRider Breakout KungFuMaster MsPacman
ppo pong ppo qbert ppo seaquest ppo spaceinvaders
Pong Qbert Seaquest Sp.Invaders
sac ant sac halfcheetah sac hopper sac humanoid
Ant HalfCheetah Hopper Humanoid
sac doublependulum sac pendulum sac reacher sac walker
Inv.DoublePendulum InvertedPendulum Reacher Walker