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Update README.md
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keiohta committed Jul 13, 2019
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Expand Up @@ -11,8 +11,7 @@ Following algorithms are supported:

| Algorithm | Dicrete action | Continuous action | Support | Category |
| :----------------------------------------------------------: | :------------: | :---------------: | :----------------------------------------: | ------------------------ |
| [VPG](https://papers.nips.cc/paper/1713-policy-gradient-methods-for-reinforcement-learning-with-function-approximation.pdf) ||| [GAE](https://arxiv.org/abs/1506.02438) | Model-free On-policy RL |
| [PPO](<https://arxiv.org/abs/1707.06347>) ||| [GAE](https://arxiv.org/abs/1506.02438) | Model-free On-policy RL |
| [VPG](https://papers.nips.cc/paper/1713-policy-gradient-methods-for-reinforcement-learning-with-function-approximation.pdf), [PPO](<https://arxiv.org/abs/1707.06347>) ||| [GAE](https://arxiv.org/abs/1506.02438) | Model-free On-policy RL |
| [DQN](https://storage.googleapis.com/deepmind-media/dqn/DQNNaturePaper.pdf) (including [DDQN](https://arxiv.org/abs/1509.06461), [Prior. DQN](https://arxiv.org/abs/1511.05952), [Duel. DQN](https://arxiv.org/abs/1511.06581), [Distrib. DQN](<https://arxiv.org/abs/1707.06887>), [Noisy DQN](<https://arxiv.org/abs/1706.10295>)) || - | [ApeX](<https://arxiv.org/abs/1803.00933>) | Model-free Off-policy RL |
| [DDPG](https://arxiv.org/abs/1509.02971) (including [TD3](<https://arxiv.org/abs/1802.09477>), [BiResDDPG](<https://arxiv.org/abs/1905.01072>)) | - || [ApeX](<https://arxiv.org/abs/1803.00933>) | Model-free Off-policy RL |
| [SAC](<https://arxiv.org/abs/1801.01290>) | - || [ApeX](<https://arxiv.org/abs/1803.00933>) | Model-free Off-policy RL |
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