Reinforcement Learning Agents

Repo for holding my implementations of various RL problems.

FrozenLake.v0 - solutions to the FrozenLake.v0 environment in:
- Numpy
- Keras
- PyTorch
Policy Gradient with CartPole - solution to the CartPole.v1 environment in PyTorch
Mountain Car v0 - solutions to OpenAI Mountain Car
- Original
- Modified Reward

Name		Name	Last commit message	Last commit date
Latest commit History 10 Commits
CartPole		CartPole
MountainCarv0		MountainCarv0
helper functions		helper functions
Policy Gradient with Cartpole and PyTorch (Medium Version).ipynb		Policy Gradient with Cartpole and PyTorch (Medium Version).ipynb
Policy Gradient with Cartpole and PyTorch.ipynb		Policy Gradient with Cartpole and PyTorch.ipynb
README.md		README.md
frozenlake-v0 Keras.ipynb		frozenlake-v0 Keras.ipynb
frozenlake-v0 Numpy.ipynb		frozenlake-v0 Numpy.ipynb
frozenlake-v0 PyTorch.ipynb		frozenlake-v0 PyTorch.ipynb

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