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Title: GitHub - RITCHIEHuang/DeepRL_Algorithms: DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC) · GitHub

Open Graph Title: GitHub - RITCHIEHuang/DeepRL_Algorithms: DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)

X Title: GitHub - RITCHIEHuang/DeepRL_Algorithms: DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)

Description: DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC) - RITCHIEHuang/DeepRL_Algorithms

Open Graph Description: DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC) - RITCHIEHuang/DeepRL_Algorithms

X Description: DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC) - RITCHIEHuang/DeepRL_Algorithms

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24 Commits	https://github.com/RITCHIEHuang/DeepRL_Algorithms/commits/master/
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	https://github.com/RITCHIEHuang/DeepRL_Algorithms#about-deep-reinforcement-learning
Pytorch	https://pytorch.org/
Tensorflow 2	https://www.tensorflow.org/
	https://github.com/RITCHIEHuang/DeepRL_Algorithms#1why-do-this
	https://github.com/RITCHIEHuang/DeepRL_Algorithms#2lists-of-algorithms
	https://github.com/RITCHIEHuang/DeepRL_Algorithms#21-value-based
Pytorch	https://github.com/RITCHIEHuang/DeepRL_Algorithms/blob/master/Algorithms/pytorch/DQN
Tensorflow	https://github.com/RITCHIEHuang/DeepRL_Algorithms/blob/master/Algorithms/tf2/DQN
Playing Atari with Deep Reinforcement Learning	https://arxiv.org/abs/1312.5602
Pytorch	https://github.com/RITCHIEHuang/DeepRL_Algorithms/blob/master/Algorithms/pytorch/DoubleDQN
Tensorflow	https://github.com/RITCHIEHuang/DeepRL_Algorithms/blob/master/Algorithms/tf2/DoubleDQN
Deep Reinforcement Learning with Double Q-learning	https://arxiv.org/abs/1509.06461
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Dueling Network Architectures for Deep Reinforcement Learning	https://arxiv.org/abs/1511.06581
	https://github.com/RITCHIEHuang/DeepRL_Algorithms#22-policy-based
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Policy Gradient Methods for Reinforcement Learning with Function Approximation	https://papers.nips.cc/paper/1713-policy-gradient-methods-for-reinforcement-learning-with-function-approximation.pdf
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High Dimensional Continuous Control Using Generalized Advantage Estimation	https://arxiv.org/abs/1506.02438
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Trust Region Policy Optimization	https://arxiv.org/abs/1502.05477
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Proximal Policy Optimization Algorithms	https://arxiv.org/abs/1707.06347
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Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor	https://arxiv.org/pdf/1801.01290.pdf
Pytorch	https://github.com/RITCHIEHuang/DeepRL_Algorithms/blob/master/Algorithms/pytorch/SAC_Alpha
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	https://github.com/RITCHIEHuang/DeepRL_Algorithms#23-imitation-learning
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	https://github.com/RITCHIEHuang/DeepRL_Algorithms#3project-dependencies
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