CleanRL Files

What's Changed

• Update paper citation entry by @vwxyzjn in https://github.com/vwxyzjn/cleanrl/pull/91
• Clean up stale files by @vwxyzjn in https://github.com/vwxyzjn/cleanrl/pull/95
• Refactor formats in parse_args by @vwxyzjn in https://github.com/vwxyzjn/cleanrl/pull/78
• Add Gitpod support by @vwxyzjn in https://github.com/vwxyzjn/cleanrl/pull/94
• Reorganize README.md by @vwxyzjn in https://github.com/vwxyzjn/cleanrl/pull/93
• Downgrade setuptools by @vwxyzjn in https://github.com/vwxyzjn/cleanrl/pull/98
• Fix readme links by @vwxyzjn in https://github.com/vwxyzjn/cleanrl/pull/104
• Refactor value based methods by @vwxyzjn in https://github.com/vwxyzjn/cleanrl/pull/102
• Introduce pre-commit pipelines by @vwxyzjn in https://github.com/vwxyzjn/cleanrl/pull/107
• Refactor PPG and PPO for procgen by @vwxyzjn in https://github.com/vwxyzjn/cleanrl/pull/108
• Update documentation on PPG and PPO Procgen by @vwxyzjn in https://github.com/vwxyzjn/cleanrl/pull/112
• Add PPO Atari LSTM example by @vwxyzjn in https://github.com/vwxyzjn/cleanrl/pull/83
• Prototype Envpool Support by @vwxyzjn in https://github.com/vwxyzjn/cleanrl/pull/100
• Fix replay buffer compatibility with mujoco envs by @vwxyzjn in https://github.com/vwxyzjn/cleanrl/pull/113
• Add the isort and black badges by @vwxyzjn in https://github.com/vwxyzjn/cleanrl/pull/119
• Refactor parse_args() by @vwxyzjn in https://github.com/vwxyzjn/cleanrl/pull/118
• Add ppo.py documentation by @vwxyzjn in https://github.com/vwxyzjn/cleanrl/pull/120
• Replace episode_reward with episodic_return by @vwxyzjn in https://github.com/vwxyzjn/cleanrl/pull/125
• Refactor ppo_pettingzoo.py by @vwxyzjn in https://github.com/vwxyzjn/cleanrl/pull/128
• Update gym to 0.23.0 by @vwxyzjn in https://github.com/vwxyzjn/cleanrl/pull/129
• Add SPS and q-values metrics for value-based methods by @vwxyzjn in https://github.com/vwxyzjn/cleanrl/pull/126
• Make seed work again in value methods by @vwxyzjn in https://github.com/vwxyzjn/cleanrl/pull/134
• Remove offline DQN scripts by @vwxyzjn in https://github.com/vwxyzjn/cleanrl/pull/135
• Deprecate apex_dqn_atari.py by @vwxyzjn in https://github.com/vwxyzjn/cleanrl/pull/136
• Update to gym==0.23.1 by @vwxyzjn in https://github.com/vwxyzjn/cleanrl/pull/138

Full Changelog: https://github.com/vwxyzjn/cleanrl/compare/v0.5.0...v0.6.0