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High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

a2c ale gym ppo atari wandb python pytorch actor-critic deep-learning machine-learning advantage-actor-critic phasic-policy-gradient reinforcement-learning deep-reinforcement-learning proximal-policy-optimization

Created 2019-06-07

832 commits to master branch, last one about a month ago

rllte RLE-Foundation

468

mit

Long-Term Evolution Project of Reinforcement Learning

gym ppo drq-v2 procgen pybullet robotics huggingface augmentation deep-learning intrinsic-reward machine-learning long-term-project benchmark-framework deepmind-control-suite phasic-policy-gradient reinforcement-learning

Created 2023-01-19

703 commits to main branch, last one 3 months ago