Model Free Reinforcement Learning

Research papers for beginners

PAPERS	LINK
Playing Atari with Deep Reinforcement Learning	arXiv
Q-learning	IEEE Xplore
Soft Actor critic	arXiv
Deep Deterministic Policy Gradients	arXiv

DOCUMENTATION	LINK
Soft Actor Critic	OpenAI
Deep Deterministic Policy Gradients	OpenAI
Environment	GYM Library

FUTURE WORKS	LINK
Safe Exploration	arXiv
M^2 DQN	ACM Digital Library

Name		Name	Last commit message	Last commit date
Latest commit History 19 Commits
Actor_Critic.ipynb		Actor_Critic.ipynb
DQN Atari .ipynb		DQN Atari .ipynb
DQN Q-learning.ipynb		DQN Q-learning.ipynb
README.md		README.md
__init__.py		__init__.py
continuous_cartpole.py		continuous_cartpole.py
ddpg_tf_orig.py		ddpg_tf_orig.py
dummy.py		dummy.py
main_tf.py		main_tf.py

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