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README.md

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In these tutorials for reinforcement learning, it covers from the basic RL algorithms to advanced algorithms developed recent years.
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**If you speak Chinese, visit [莫烦 Python](https://morvanzhou.github.io/tutorials/) or my [Youtube channel](https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg) for more.**
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**If you speak Chinese, visit [莫烦 Python](https://mofanpy.com) or my [Youtube channel](https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg) for more.**
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**As many requests about making these tutorials available in English, please find them in this playlist:** ([https://www.youtube.com/playlist?list=PLXO45tsB95cIplu-fLMpUEEZTwrDNh6Ba](https://www.youtube.com/playlist?list=PLXO45tsB95cIplu-fLMpUEEZTwrDNh6Ba))
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### [Deep Q Network](https://github.com/MorvanZhou/Reinforcement-learning-with-tensorflow/tree/master/contents/5_Deep_Q_Network)
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<a href="https://github.com/MorvanZhou/Reinforcement-learning-with-tensorflow/tree/master/contents/5_Deep_Q_Network">
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<img class="course-image" src="https://morvanzhou.github.io/static/results/reinforcement-learning/4-3-2.png">
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<img class="course-image" src="https://mofanpy.com/static/results/reinforcement-learning/4-3-2.png">
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</a>
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### [Double DQN](https://github.com/MorvanZhou/Reinforcement-learning-with-tensorflow/tree/master/contents/5.1_Double_DQN)
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<a href="https://github.com/MorvanZhou/Reinforcement-learning-with-tensorflow/tree/master/contents/5.1_Double_DQN">
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<img class="course-image" src="https://morvanzhou.github.io/static/results/reinforcement-learning/4-5-3.png">
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<img class="course-image" src="https://mofanpy.com/static/results/reinforcement-learning/4-5-3.png">
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</a>
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### [Dueling DQN](https://github.com/MorvanZhou/Reinforcement-learning-with-tensorflow/tree/master/contents/5.3_Dueling_DQN)
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<a href="https://github.com/MorvanZhou/Reinforcement-learning-with-tensorflow/tree/master/contents/5.3_Dueling_DQN">
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<img class="course-image" src="https://morvanzhou.github.io/static/results/reinforcement-learning/4-7-4.png">
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<img class="course-image" src="https://mofanpy.com/static/results/reinforcement-learning/4-7-4.png">
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</a>
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### [Actor Critic](https://github.com/MorvanZhou/Reinforcement-learning-with-tensorflow/tree/master/contents/8_Actor_Critic_Advantage)
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<a href="https://github.com/MorvanZhou/Reinforcement-learning-with-tensorflow/tree/master/contents/8_Actor_Critic_Advantage">
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<img class="course-image" src="https://morvanzhou.github.io/static/results/reinforcement-learning/6-1-1.png">
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<img class="course-image" src="https://mofanpy.com/static/results/reinforcement-learning/6-1-1.png">
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</a>
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### [Deep Deterministic Policy Gradient](https://github.com/MorvanZhou/Reinforcement-learning-with-tensorflow/tree/master/contents/9_Deep_Deterministic_Policy_Gradient_DDPG)
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<a href="https://github.com/MorvanZhou/Reinforcement-learning-with-tensorflow/tree/master/contents/9_Deep_Deterministic_Policy_Gradient_DDPG">
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<img class="course-image" src="https://morvanzhou.github.io/static/results/reinforcement-learning/6-2-2.png">
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<img class="course-image" src="https://mofanpy.com/static/results/reinforcement-learning/6-2-2.png">
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</a>
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### [A3C](https://github.com/MorvanZhou/Reinforcement-learning-with-tensorflow/tree/master/contents/10_A3C)
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<a href="https://github.com/MorvanZhou/Reinforcement-learning-with-tensorflow/tree/master/contents/10_A3C">
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<img class="course-image" src="https://morvanzhou.github.io/static/results/reinforcement-learning/6-3-2.png">
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<img class="course-image" src="https://mofanpy.com/static/results/reinforcement-learning/6-3-2.png">
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</a>
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### [Proximal Policy Optimization (PPO)](https://github.com/MorvanZhou/Reinforcement-learning-with-tensorflow/tree/master/contents/12_Proximal_Policy_Optimization)
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<a href="https://github.com/MorvanZhou/Reinforcement-learning-with-tensorflow/tree/master/contents/12_Proximal_Policy_Optimization">
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<img class="course-image" src="https://morvanzhou.github.io/static/results/reinforcement-learning/6-4-3.png">
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<img class="course-image" src="https://mofanpy.com/static/results/reinforcement-learning/6-4-3.png">
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</a>
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### [Curiosity Model](/contents/Curiosity_Model)
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<div>
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<a href="https://www.patreon.com/morvan">
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<img src="https://morvanzhou.github.io/static/img/support/patreon.jpg"
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<img src="https://mofanpy.com/static/img/support/patreon.jpg"
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alt="Patreon"
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height=120></a>
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</div>

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