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@@ -31,18 +31,18 @@ If you want to contact us & join us, you can βοΈ to our team : <opendilab@p
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<details open>
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<summary>(Click to Collapse)</summary>
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| Algo.\Env. | [LunarLander](https://di-engine-docs.readthedocs.io/en/latest/13_envs/lunarlander.html) | [BipedalWalker](https://di-engine-docs.readthedocs.io/en/latest/13_envs/bipedalwalker.html) | [Pendulum](https://di-engine-docs.readthedocs.io/en/latest/13_envs/pendulum.html) | [Pong](https://di-engine-docs.readthedocs.io/en/latest/13_envs/atari.html) | [SpaceInvaders](https://di-engine-docs.readthedocs.io/en/latest/13_envs/atari.html) | [Qbert](https://di-engine-docs.readthedocs.io/en/latest/13_envs/atari.html) | [Hopper](https://di-engine-docs.readthedocs.io/en/latest/13_envs/mujoco.html) | [Halfcheetah](https://di-engine-docs.readthedocs.io/en/latest/13_envs/mujoco.html) | [Walker2d](https://di-engine-docs.readthedocs.io/en/latest/13_envs/mujoco.html) |
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| :-------------: | :-------------: | :------------------------: | :------------: | :--------------: | :------------: | :------------------: | :---------: | :---------: | :---------: |
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| [PPO](https://arxiv.org/pdf/1707.06347.pdf) | [β
](https://huggingface.co/OpenDILabCommunity/Lunarlander-v2-PPO) | | | [β
](https://huggingface.co/OpenDILabCommunity/PongNoFrameskip-v4-PPO) | [β
](https://huggingface.co/OpenDILabCommunity/SpaceInvadersNoFrameskip-v4-PPO) | [β
](https://huggingface.co/OpenDILabCommunity/QbertNoFrameskip-v4-PPO) | [β
](https://huggingface.co/OpenDILabCommunity/Hopper-v3-PPO) | | |
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| [PPO(Offpolicy)](https://arxiv.org/pdf/1707.06347.pdf) | [β
](https://huggingface.co/OpenDILabCommunity/LunarLander-v2-PPOOffPolicy) | | | [β
](https://huggingface.co/OpenDILabCommunity/PongNoFrameskip-v4-PPOOffPolicy) | | [β
](https://huggingface.co/OpenDILabCommunity/QbertNoFrameskip-v4-PPOOffPolicy) | | | |
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| [PG](https://proceedings.neurips.cc/paper/1999/file/464d828b85b0bed98e80ade0a5c43b0f-Paper.pdf) | β³ | | [β
](https://huggingface.co/OpenDILabCommunity/Pendulum-v1-PG) | | | | β³ | | |
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| [A2C](https://arxiv.org/pdf/1602.01783.pdf) | [β
](https://huggingface.co/OpenDILabCommunity/Lunarlander-v2-A2C) | [β
](https://huggingface.co/OpenDILabCommunity/BipedalWalker-v3-A2C) | | | | | [β
](https://huggingface.co/OpenDILabCommunity/Hopper-v3-A2C) | | |
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| [IMPALA](https://arxiv.org/pdf/1802.01561.pdf) | β³ | | | | | | β³ | | |
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| [DQN](https://storage.googleapis.com/deepmind-media/dqn/DQNNaturePaper.pdf) | [β
](https://huggingface.co/OpenDILabCommunity/Lunarlander-v2-DQN) | π | π | β³ | [β
](https://huggingface.co/OpenDILabCommunity/SpaceInvadersNoFrameskip-v4-DQN) | β³ | π | π | π |
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| [C51](https://arxiv.org/abs/1707.06887) | [β
](https://huggingface.co/OpenDILabCommunity/Lunarlander-v2-C51) | π | π | [β
](https://huggingface.co/OpenDILabCommunity/PongNoFrameskip-v4-C51) | [β
](https://huggingface.co/OpenDILabCommunity/SpaceInvadersNoFrameskip-v4-C51) | [β
](https://huggingface.co/OpenDILabCommunity/QbertNoFrameskip-v4-C51) | π | π | π |
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| [DDPG](https://arxiv.org/pdf/1509.02971.pdf) | [β
](https://huggingface.co/OpenDILabCommunity/LunarLander-v2-DDPG) | [β
](https://huggingface.co/OpenDILabCommunity/BipedalWalker-v3-DDPG) | [β
](https://huggingface.co/OpenDILabCommunity/Pendulum-v1-DDPG) | π | π | π | [β
](https://huggingface.co/OpenDILabCommunity/Hopper-v3-DDPG) | [β
](https://huggingface.co/OpenDILabCommunity/HalfCheetah-v3-DDPG) | [β
](https://huggingface.co/OpenDILabCommunity/Walker2d-v3-DDPG) |
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| [TD3](https://arxiv.org/pdf/1802.09477.pdf) | [β
](https://huggingface.co/OpenDILabCommunity/LunarLander-v2-TD3) | [β
](https://huggingface.co/OpenDILabCommunity/BipedalWalker-v3-TD3) | [β
](https://huggingface.co/OpenDILabCommunity/Pendulum-v1-TD3) | π | π | π |[β
](https://huggingface.co/OpenDILabCommunity/Hopper-v3-TD3) | [β
](https://huggingface.co/OpenDILabCommunity/HalfCheetah-v3-TD3) | [β
](https://huggingface.co/OpenDILabCommunity/Walker2d-v3-TD3) |
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| [SAC](https://arxiv.org/pdf/1801.01290.pdf) | [β
](https://huggingface.co/OpenDILabCommunity/LunarLander-v2-SAC) | [β
](https://huggingface.co/OpenDILabCommunity/BipedalWalker-v3-SAC) | [β
](https://huggingface.co/OpenDILabCommunity/Pendulum-v1-SAC) | π | π | π | [β
](https://huggingface.co/OpenDILabCommunity/Hopper-v3-SAC) | [β
](https://huggingface.co/OpenDILabCommunity/HalfCheetah-v3-SAC) | [β
](https://huggingface.co/OpenDILabCommunity/Walker2d-v3-SAC) |
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</details>
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<details open>
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<summary>(Click to Collapse)</summary>
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| Algo.\Env. | [LunarLander](https://di-engine-docs.readthedocs.io/en/latest/13_envs/lunarlander.html) | [LunarLanderContinuous](https://di-engine-docs.readthedocs.io/en/latest/13_envs/lunarlander.html) | [BipedalWalker](https://di-engine-docs.readthedocs.io/en/latest/13_envs/bipedalwalker.html) | [Pendulum](https://di-engine-docs.readthedocs.io/en/latest/13_envs/pendulum.html) | [Pong](https://di-engine-docs.readthedocs.io/en/latest/13_envs/atari.html) | [SpaceInvaders](https://di-engine-docs.readthedocs.io/en/latest/13_envs/atari.html) | [Qbert](https://di-engine-docs.readthedocs.io/en/latest/13_envs/atari.html) | [Hopper](https://di-engine-docs.readthedocs.io/en/latest/13_envs/mujoco.html) | [Halfcheetah](https://di-engine-docs.readthedocs.io/en/latest/13_envs/mujoco.html) | [Walker2d](https://di-engine-docs.readthedocs.io/en/latest/13_envs/mujoco.html) |
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| :-------------: | :-------------: | :-------------: | :------------------------: | :------------: | :--------------: | :------------: | :------------------: | :---------: | :---------: | :---------: |
|
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+
| [PPO](https://arxiv.org/pdf/1707.06347.pdf) | [β
](https://huggingface.co/OpenDILabCommunity/Lunarlander-v2-PPO) | | | | [β
](https://huggingface.co/OpenDILabCommunity/PongNoFrameskip-v4-PPO) | [β
](https://huggingface.co/OpenDILabCommunity/SpaceInvadersNoFrameskip-v4-PPO) | [β
](https://huggingface.co/OpenDILabCommunity/QbertNoFrameskip-v4-PPO) | [β
](https://huggingface.co/OpenDILabCommunity/Hopper-v3-PPO) | | |
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| [PPO(Offpolicy)](https://arxiv.org/pdf/1707.06347.pdf) | [β
](https://huggingface.co/OpenDILabCommunity/LunarLander-v2-PPOOffPolicy) | | | | [β
](https://huggingface.co/OpenDILabCommunity/PongNoFrameskip-v4-PPOOffPolicy) | | [β
](https://huggingface.co/OpenDILabCommunity/QbertNoFrameskip-v4-PPOOffPolicy) | | | |
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| [PG](https://proceedings.neurips.cc/paper/1999/file/464d828b85b0bed98e80ade0a5c43b0f-Paper.pdf) | | β³ | | [β
](https://huggingface.co/OpenDILabCommunity/Pendulum-v1-PG) | | | | β³ | | |
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| [A2C](https://arxiv.org/pdf/1602.01783.pdf) | [β
](https://huggingface.co/OpenDILabCommunity/Lunarlander-v2-A2C) | | [β
](https://huggingface.co/OpenDILabCommunity/BipedalWalker-v3-A2C) | | | | | [β
](https://huggingface.co/OpenDILabCommunity/Hopper-v3-A2C) | | |
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| [IMPALA](https://arxiv.org/pdf/1802.01561.pdf) | β³ | | | | | | | β³ | | |
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| [DQN](https://storage.googleapis.com/deepmind-media/dqn/DQNNaturePaper.pdf) | [β
](https://huggingface.co/OpenDILabCommunity/Lunarlander-v2-DQN) | π | π | π | β³ | [β
](https://huggingface.co/OpenDILabCommunity/SpaceInvadersNoFrameskip-v4-DQN) | β³ | π | π | π |
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| [C51](https://arxiv.org/abs/1707.06887) | [β
](https://huggingface.co/OpenDILabCommunity/Lunarlander-v2-C51) | π | π | π | [β
](https://huggingface.co/OpenDILabCommunity/PongNoFrameskip-v4-C51) | [β
](https://huggingface.co/OpenDILabCommunity/SpaceInvadersNoFrameskip-v4-C51) | [β
](https://huggingface.co/OpenDILabCommunity/QbertNoFrameskip-v4-C51) | π | π | π |
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| [DDPG](https://arxiv.org/pdf/1509.02971.pdf) | π | [β
](https://huggingface.co/OpenDILabCommunity/LunarLander-v2-DDPG) | [β
](https://huggingface.co/OpenDILabCommunity/BipedalWalker-v3-DDPG) | [β
](https://huggingface.co/OpenDILabCommunity/Pendulum-v1-DDPG) | π | π | π | [β
](https://huggingface.co/OpenDILabCommunity/Hopper-v3-DDPG) | [β
](https://huggingface.co/OpenDILabCommunity/HalfCheetah-v3-DDPG) | [β
](https://huggingface.co/OpenDILabCommunity/Walker2d-v3-DDPG) |
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| [TD3](https://arxiv.org/pdf/1802.09477.pdf) | π | [β
](https://huggingface.co/OpenDILabCommunity/LunarLander-v2-TD3) | [β
](https://huggingface.co/OpenDILabCommunity/BipedalWalker-v3-TD3) | [β
](https://huggingface.co/OpenDILabCommunity/Pendulum-v1-TD3) | π | π | π |[β
](https://huggingface.co/OpenDILabCommunity/Hopper-v3-TD3) | [β
](https://huggingface.co/OpenDILabCommunity/HalfCheetah-v3-TD3) | [β
](https://huggingface.co/OpenDILabCommunity/Walker2d-v3-TD3) |
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| [SAC](https://arxiv.org/pdf/1801.01290.pdf) | π | [β
](https://huggingface.co/OpenDILabCommunity/LunarLander-v2-SAC) | [β
](https://huggingface.co/OpenDILabCommunity/BipedalWalker-v3-SAC) | [β
](https://huggingface.co/OpenDILabCommunity/Pendulum-v1-SAC) | π | π | π | [β
](https://huggingface.co/OpenDILabCommunity/Hopper-v3-SAC) | [β
](https://huggingface.co/OpenDILabCommunity/HalfCheetah-v3-SAC) | [β
](https://huggingface.co/OpenDILabCommunity/Walker2d-v3-SAC) |
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</details>
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