Reinforcement Learning

Reinforcement learning algorithms implementation. Custom OpenCV based environment to test codes.

Method	Deterministic Frozen Lake	Stochastic Frozen Lake
Value Iteration	7	8
Policy Iteration	7	3

Name		Name	Last commit message	Last commit date
Latest commit History 22 Commits
.ipynb_checkpoints		.ipynb_checkpoints
Policy and value iteration		Policy and value iteration
Results		Results
custom_env		custom_env
.gitignore		.gitignore
CartPole-v0.ipynb		CartPole-v0.ipynb
Convolution-DQN.ipynb		Convolution-DQN.ipynb
Deep Q Learning.ipynb		Deep Q Learning.ipynb
PyTorch-DQN.ipynb		PyTorch-DQN.ipynb
README.md		README.md
REINFORCE.ipynb		REINFORCE.ipynb
REINFORCE_(usingMultipleEpisodeUpdates).ipynb		REINFORCE_(usingMultipleEpisodeUpdates).ipynb
mountaincar_using_dqn.ipynb		mountaincar_using_dqn.ipynb

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