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## 算法代码实现一览
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## 算法代码实现一览
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| 算法名称 | 相关论文材料 | 备注 | 进度 |
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| 算法名称 | 相关论文材料 | 备注 | 进度 |
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| :----------------------------------------------------------: | :---------------------------------------------------------: | :--------------------------------: | :--: |
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| :----------------------------------------------------------: | :---------------------------------------------------------: | :----------------------------------------------------------: | :--: |
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| [On-Policy First-Visit MC](https://github.com/datawhalechina/easy-rl/tree/master/codes/MonteCarlo) | | 蒙特卡洛算法 | OK |
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| [On-Policy First-Visit MC](https://github.com/datawhalechina/easy-rl/tree/master/codes/MonteCarlo) | | 蒙特卡洛算法 | OK |
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| [Q-Learning](https://github.com/datawhalechina/easy-rl/tree/master/codes/QLearning) | | | OK |
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| [Q-Learning](https://github.com/datawhalechina/easy-rl/tree/master/codes/QLearning) | | | OK |
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| [Sarsa](https://github.com/datawhalechina/easy-rl/tree/master/codes/Sarsa) | | | OK |
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| [Sarsa](https://github.com/datawhalechina/easy-rl/tree/master/codes/Sarsa) | | | OK |
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@@ -41,6 +41,7 @@
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| Hierarchical DQN | [Hierarchical DQN](https://arxiv.org/abs/1604.06057) | | |
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| Hierarchical DQN | [Hierarchical DQN](https://arxiv.org/abs/1604.06057) | | |
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| [PolicyGradient](https://github.com/datawhalechina/easy-rl/tree/master/codes/PolicyGradient) | | | OK |
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| [PolicyGradient](https://github.com/datawhalechina/easy-rl/tree/master/codes/PolicyGradient) | | | OK |
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| [A2C](https://github.com/datawhalechina/easy-rl/tree/master/codes/A2C) | | | OK |
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| [A2C](https://github.com/datawhalechina/easy-rl/tree/master/codes/A2C) | | | OK |
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| [PPO](https://github.com/datawhalechina/easy-rl/tree/master/codes/PPO) | [PPO paper](https://arxiv.org/abs/1707.06347) | [PPO算法实战](https://blog.csdn.net/JohnJim0/article/details/115126363) | OK |
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| DDPG | [DDPG Paper](https://arxiv.org/abs/1509.02971) | | OK |
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| DDPG | [DDPG Paper](https://arxiv.org/abs/1509.02971) | | OK |
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| TD3 | [Twin Dueling DDPG Paper](https://arxiv.org/abs/1802.09477) | | |
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| TD3 | [Twin Dueling DDPG Paper](https://arxiv.org/abs/1802.09477) | | |
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@@ -31,7 +31,7 @@
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## 算法代码实现一览
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## 算法代码实现一览
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|
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| 算法名称 | 相关论文材料 | 备注 | 进度 |
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| 算法名称 | 相关论文材料 | 备注 | 进度 |
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| :----------------------------------------------------------: | :---------------------------------------------------------: | :--------------------------------: | :--: |
|
| :----------------------------------------------------------: | :---------------------------------------------------------: | :----------------------------------------------------------: | :--: |
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| [On-Policy First-Visit MC](https://github.com/datawhalechina/easy-rl/tree/master/codes/MonteCarlo) | | 蒙特卡洛算法 | OK |
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| [On-Policy First-Visit MC](https://github.com/datawhalechina/easy-rl/tree/master/codes/MonteCarlo) | | 蒙特卡洛算法 | OK |
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| [Q-Learning](https://github.com/datawhalechina/easy-rl/tree/master/codes/QLearning) | | | OK |
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| [Q-Learning](https://github.com/datawhalechina/easy-rl/tree/master/codes/QLearning) | | | OK |
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| [Sarsa](https://github.com/datawhalechina/easy-rl/tree/master/codes/Sarsa) | | | OK |
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| [Sarsa](https://github.com/datawhalechina/easy-rl/tree/master/codes/Sarsa) | | | OK |
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@@ -41,10 +41,10 @@
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| Hierarchical DQN | [Hierarchical DQN](https://arxiv.org/abs/1604.06057) | | |
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| Hierarchical DQN | [Hierarchical DQN](https://arxiv.org/abs/1604.06057) | | |
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| [PolicyGradient](https://github.com/datawhalechina/easy-rl/tree/master/codes/PolicyGradient) | | | OK |
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| [PolicyGradient](https://github.com/datawhalechina/easy-rl/tree/master/codes/PolicyGradient) | | | OK |
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| [A2C](https://github.com/datawhalechina/easy-rl/tree/master/codes/A2C) | | | OK |
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| [A2C](https://github.com/datawhalechina/easy-rl/tree/master/codes/A2C) | | | OK |
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| [PPO](https://github.com/datawhalechina/easy-rl/tree/master/codes/PPO) | [PPO paper](https://arxiv.org/abs/1707.06347) | [PPO算法实战](https://blog.csdn.net/JohnJim0/article/details/115126363) | OK |
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| DDPG | [DDPG Paper](https://arxiv.org/abs/1509.02971) | | OK |
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| DDPG | [DDPG Paper](https://arxiv.org/abs/1509.02971) | | OK |
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| TD3 | [Twin Dueling DDPG Paper](https://arxiv.org/abs/1802.09477) | | |
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| TD3 | [Twin Dueling DDPG Paper](https://arxiv.org/abs/1802.09477) | | |
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## 贡献者
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## 贡献者
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<table border="0">
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<table border="0">
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