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Title: GitHub - BY571/Deep-Reinforcement-Learning-Algorithm-Collection: Collection of Deep Reinforcement Learning Algorithms implemented in PyTorch.

Open Graph Title: GitHub - BY571/Deep-Reinforcement-Learning-Algorithm-Collection: Collection of Deep Reinforcement Learning Algorithms implemented in PyTorch.

X Title: GitHub - BY571/Deep-Reinforcement-Learning-Algorithm-Collection: Collection of Deep Reinforcement Learning Algorithms implemented in PyTorch.

Description: Collection of Deep Reinforcement Learning Algorithms implemented in PyTorch. - BY571/Deep-Reinforcement-Learning-Algorithm-Collection

Open Graph Description: Collection of Deep Reinforcement Learning Algorithms implemented in PyTorch. - BY571/Deep-Reinforcement-Learning-Algorithm-Collection

X Description: Collection of Deep Reinforcement Learning Algorithms implemented in PyTorch. - BY571/Deep-Reinforcement-Learning-Algorithm-Collection

Opengraph URL: https://github.com/BY571/Deep-Reinforcement-Learning-Algorithm-Collection

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Paper	https://patch-diff.githubusercontent.com/BY571/Deep-Reinforcement-Learning-Algorithm-Collection/tree/master/Paper
Paper	https://patch-diff.githubusercontent.com/BY571/Deep-Reinforcement-Learning-Algorithm-Collection/tree/master/Paper
Policy Gradient Algorithms	https://patch-diff.githubusercontent.com/BY571/Deep-Reinforcement-Learning-Algorithm-Collection/tree/master/Policy%20Gradient%20Algorithms
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Temporal Difference (Sarsa, Sarsamax, Expeted Sarsa)	https://patch-diff.githubusercontent.com/BY571/Deep-Reinforcement-Learning-Algorithm-Collection/tree/master/Temporal%20Difference%20(Sarsa%2C%20Sarsamax%2C%20Expeted%20Sarsa)
Temporal Difference (Sarsa, Sarsamax, Expeted Sarsa)	https://patch-diff.githubusercontent.com/BY571/Deep-Reinforcement-Learning-Algorithm-Collection/tree/master/Temporal%20Difference%20(Sarsa%2C%20Sarsamax%2C%20Expeted%20Sarsa)
imgs	https://patch-diff.githubusercontent.com/BY571/Deep-Reinforcement-Learning-Algorithm-Collection/tree/master/imgs
imgs	https://patch-diff.githubusercontent.com/BY571/Deep-Reinforcement-Learning-Algorithm-Collection/tree/master/imgs
Categorical_DQN.ipynb	https://patch-diff.githubusercontent.com/BY571/Deep-Reinforcement-Learning-Algorithm-Collection/blob/master/Categorical_DQN.ipynb
Categorical_DQN.ipynb	https://patch-diff.githubusercontent.com/BY571/Deep-Reinforcement-Learning-Algorithm-Collection/blob/master/Categorical_DQN.ipynb
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Grid_search_for_Reinforcement_learning.ipynb	https://patch-diff.githubusercontent.com/BY571/Deep-Reinforcement-Learning-Algorithm-Collection/blob/master/Grid_search_for_Reinforcement_learning.ipynb
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PPO_conti_gae_curio_multi.ipynb	https://patch-diff.githubusercontent.com/BY571/Deep-Reinforcement-Learning-Algorithm-Collection/blob/master/PPO_conti_gae_curio_multi.ipynb
PPO_conti_gae_curio_multi.ipynb	https://patch-diff.githubusercontent.com/BY571/Deep-Reinforcement-Learning-Algorithm-Collection/blob/master/PPO_conti_gae_curio_multi.ipynb
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	https://patch-diff.githubusercontent.com/BY571/Deep-Reinforcement-Learning-Algorithm-Collection#deep-reinforcement-learning
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Paper	https://patch-diff.githubusercontent.com/BY571/Deep-Reinforcement-Learning-Algorithm-Collection/blob/master/Paper/Noisy_networks.pdf
Rainbow	https://github.com/BY571/DQN-Atari-Agents
Paper	https://arxiv.org/pdf/1710.02298.pdf
	https://patch-diff.githubusercontent.com/BY571/Deep-Reinforcement-Learning-Algorithm-Collection#distributional-rl
Categorical DQN - C51	https://github.com/BY571/DQN-Atari-Agents
Paper	https://github.com/BY571/Reinforcement-Learning/blob/master/Paper/Distributional%20DQN.pdf
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IQN	https://github.com/BY571/IQN-and-Extensions
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	https://patch-diff.githubusercontent.com/BY571/Deep-Reinforcement-Learning-Algorithm-Collection#continuous-action-space
NAF - Normalized Advantage Function	https://github.com/BY571/Normalized-Advantage-Function-NAF-
	https://patch-diff.githubusercontent.com/BY571/Deep-Reinforcement-Learning-Algorithm-Collection#policy-based--online-methods
	https://patch-diff.githubusercontent.com/BY571/Deep-Reinforcement-Learning-Algorithm-Collection#discrete-action-space-1
Sarsa	https://github.com/BY571/Reinforcement-Learning/blob/master/Temporal%20Difference%20(Sarsa%2C%20Sarsamax%2C%20Expeted%20Sarsa)/Temporal_Difference.ipynb
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+LSTM	https://github.com/BY571/Reinforcement-Learning/blob/master/Policy%20Gradient%20Algorithms/PolicyGradient_LSTM.ipynb
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Paper	https://patch-diff.githubusercontent.com/BY571/Deep-Reinforcement-Learning-Algorithm-Collection/blob/master/Paper/PPO.pdf
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Paper	https://patch-diff.githubusercontent.com/BY571/Deep-Reinforcement-Learning-Algorithm-Collection/blob/master/Paper
	https://patch-diff.githubusercontent.com/BY571/Deep-Reinforcement-Learning-Algorithm-Collection#continuous-action-space-1
A2C	https://github.com/BY571/Reinforcement-Learning/blob/master/ContinousControl/A2C_conti_seperate_networks.ipynb
A2C multi environment	https://github.com/BY571/Reinforcement-Learning/blob/master/ContinousControl/A2C_continuous_multienv.ipynb
PPO	https://github.com/BY571/Reinforcement-Learning/blob/master/ContinousControl/PPO_unity_Crawler.ipynb
PPO with gae*	https://github.com/BY571/Reinforcement-Learning/blob/master/ContinousControl/ROBOSCHOOL_PPO_GAE.ipynb
PPO with gae multi	https://github.com/BY571/Reinforcement-Learning/blob/master/ContinousControl/PPO_conti_gae_multi.ipynb
PPO+curiosity&single	https://github.com/BY571/Reinforcement-Learning/blob/master/ContinousControl/PPO_conti_gae_curios.ipynb
+curiosity&multi	https://github.com/BY571/Reinforcement-Learning/blob/master/PPO_conti_gae_curio_multi.ipynb
PPO multi environment	https://github.com/BY571/Reinforcement-Learning/blob/master/ContinousControl/PPO_unity_Crawler.ipynb
Source	https://patch-diff.githubusercontent.com/BY571/Deep-Reinforcement-Learning-Algorithm-Collection/blob/master/Paper/GAE.pdf
	https://patch-diff.githubusercontent.com/BY571/Deep-Reinforcement-Learning-Algorithm-Collection#actor-critic-algorithms
DDPG	https://github.com/BY571/Udacity-DRL-Nanodegree-P2
D4PG	https://github.com/BY571/D4PG
Source/Paper	https://arxiv.org/pdf/1804.08617.pdf
Twin Delayed DDPG (TD3)	https://github.com/BY571/Reinforcement-Learning/blob/master/ContinousControl/TD3_conti.ipynb
Paper	https://github.com/BY571/Reinforcement-Learning/blob/master/Paper/TD3.pdf
Soft Actor Critic (SAC-newest 2019 version)	https://github.com/BY571/Reinforcement-Learning/blob/master/ContinousControl/SAC.ipynb
Paper	https://github.com/BY571/Reinforcement-Learning/blob/master/Paper/SAC_2019.pdf
	https://patch-diff.githubusercontent.com/BY571/Deep-Reinforcement-Learning-Algorithm-Collection#upside-down-reinforcement-learning
⅂ꓤ	https://github.com/BY571/Upside-Down-Reinforcement-Learning
	https://patch-diff.githubusercontent.com/BY571/Deep-Reinforcement-Learning-Algorithm-Collection#munchausen-reinforcement-learning
M-DQN	https://github.com/BY571/Munchausen-RL
M-IQN	https://github.com/BY571/IQN-and-Extensions
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	https://patch-diff.githubusercontent.com/BY571/Deep-Reinforcement-Learning-Algorithm-Collection#model-based-rl
	https://patch-diff.githubusercontent.com/BY571/Deep-Reinforcement-Learning-Algorithm-Collection#black-box-optimization
Evolution Strategies	https://patch-diff.githubusercontent.com/BY571/Deep-Reinforcement-Learning-Algorithm-Collection/blob/master
with mulit processing	https://github.com/BY571/Reinforcement-Learning/blob/master/Black-Box%20Optimization/Evolution_Strategies_parallel+novelty/README.md
and novelty search	https://github.com/BY571/Reinforcement-Learning/blob/master/Black-Box%20Optimization/Evolution_Strategies_parallel+novelty/README.md
Genetic Algorithm - GARNE	https://github.com/BY571/GARNE-Genetic-Algorithm-with-Recurrent-Network-and-Novelty-Exploration/blob/master/README.md
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