Deep Reinforcement Learning Explained

Code Snippets from the Deep Reinforcement Learning Explained Series at Towards Data Science - Medium. The code snippets are organized by posts. All the codes are embedded in Jupyter Notebooks and prepared to be executed at https://colab.research.google.com.

Name		Name	Last commit message	Last commit date
Latest commit History 50 Commits
DRLExplained.tex		DRLExplained.tex
DRLExplained__Posts_12_13_14.pdf		DRLExplained__Posts_12_13_14.pdf
DRL_04_Deep_Learning_with_PyTorch.ipynb		DRL_04_Deep_Learning_with_PyTorch.ipynb
DRL_05_PyTorch_Performance_Analysis_with_TensorBoard.ipynb		DRL_05_PyTorch_Performance_Analysis_with_TensorBoard.ipynb
DRL_06_07_Cross_Entropy.ipynb		DRL_06_07_Cross_Entropy.ipynb
DRL_10_VI_Algorithm_for_V.ipynb		DRL_10_VI_Algorithm_for_V.ipynb
DRL_11_VI_Algorithm_for_Q.ipynb		DRL_11_VI_Algorithm_for_Q.ipynb
DRL_13_14_Monte_Carlo.ipynb		DRL_13_14_Monte_Carlo.ipynb
DRL_13_Monte_Carlo.ipynb		DRL_13_Monte_Carlo.ipynb
DRL_15_16_17_DQN_Pong.ipynb		DRL_15_16_17_DQN_Pong.ipynb
DRL_18_Policy_Based_Methods.ipynb		DRL_18_Policy_Based_Methods.ipynb
DRL_19_REINFORCE_Algorithm-OLD.ipynb		DRL_19_REINFORCE_Algorithm-OLD.ipynb
DRL_19_REINFORCE_Algorithm.ipynb		DRL_19_REINFORCE_Algorithm.ipynb
DRL_20_RLlib.ipynb		DRL_20_RLlib.ipynb
DeepLearningExplained-logo.png		DeepLearningExplained-logo.png
README.md		README.md

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