style(nyz): add status emoji and env link

README.md

@@ -25,22 +25,19 @@ If you want to contact us & join us, you can  ✉️  to our team : <opendilab@p
 
 
 # Overview of Model Zoo
-
-<sup>(1): "-" means that this algorithm doesn't support this environment.</sup>
-<sup>(2): "W" means that the corresponding model is in the upload waitinglist.</sup>
-
+<sup>(1): "🔓" means that this algorithm doesn't support this environment.</sup>
+<sup>(2): "🎮" means that the corresponding model is in the upload waitinglist.</sup>
 ### Deep Reinforcement Learning
-
-| Algo.\Env.   | LunarLander | BipedalWalker | Pendulum | Atari (Pong) | Atari (SpaceInvaders) | Atari (Qbert) | MuJoCo (Hopper) | MuJoCo (Halfcheetah) | MuJoCo (Walker2d) |
-| ------------- | ------------- | ------------------------ | ------------ | -------------- | ------------ | ------------------ | --------- | --------- | --------- |
-| [PPO](https://arxiv.org/pdf/1707.06347.pdf) | [√](https://huggingface.co/OpenDILabCommunity/LunarLander-v2-ppo) | | | | | | | | |
-| [PG](https://proceedings.neurips.cc/paper/1999/file/464d828b85b0bed98e80ade0a5c43b0f-Paper.pdf) | | | | | | | | | |
-| [A2C](https://arxiv.org/pdf/1602.01783.pdf) | | | | | | | | | |
-| [IMPALA](https://arxiv.org/pdf/1802.01561.pdf) | | | | | | | | | |
-| [DQN](https://storage.googleapis.com/deepmind-media/dqn/DQNNaturePaper.pdf) | | | | | | | - | - | - |
-| [DDPG](https://arxiv.org/pdf/1509.02971.pdf) | | | | - | - | - | | | |
-| [TD3](https://arxiv.org/pdf/1802.09477.pdf) | | | | - | - | - | | | |
-| [SAC](https://arxiv.org/pdf/1801.01290.pdf) | | | | - | - | - | | | |
+| 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) |
+| :-------------: | :-------------: | :------------------------: | :------------: | :--------------: | :------------: | :------------------: | :---------: | :---------: | :---------: |
+| [PPO](https://arxiv.org/pdf/1707.06347.pdf) | [✅](https://huggingface.co/OpenDILabCommunity/LunarLander-v2-ppo) | | | | | | [✅](https://huggingface.co/OpenDILabCommunity/Hopper-v4-PPO) | | |
+| [PG](https://proceedings.neurips.cc/paper/1999/file/464d828b85b0bed98e80ade0a5c43b0f-Paper.pdf) | 🎮 | | | | | |🎮  | | |
+| [A2C](https://arxiv.org/pdf/1602.01783.pdf) | 🎮 | | | | | | 🎮 | | |
+| [IMPALA](https://arxiv.org/pdf/1802.01561.pdf) |🎮  | | | | | | 🎮 | | |
+| [DQN](https://storage.googleapis.com/deepmind-media/dqn/DQNNaturePaper.pdf) | 🎮 | | | | | | 🔓 | 🔓 | 🔓 |
+| [DDPG](https://arxiv.org/pdf/1509.02971.pdf) | 🎮 | | | 🔓 | 🔓 | 🔓 | 🎮 | | |
+| [TD3](https://arxiv.org/pdf/1802.09477.pdf) | 🎮 | | | 🔓 | 🔓 | 🔓 |[✅](https://huggingface.co/OpenDILabCommunity/Hopper-v4-TD3)  | | |
+| [SAC](https://arxiv.org/pdf/1801.01290.pdf) |🎮  | | | 🔓 | 🔓 | 🔓 | [✅](https://huggingface.co/OpenDILabCommunity/Hopper-v4-SAC) | | |
 
 
 ### Multi-Agent Reinforcement Learning