GitHub - julianw/learn_ml: learn machine learning

Name		Name	Last commit message	Last commit date
Latest commit History 30 Commits
_drafts		_drafts
cem		cem
data		data
ddpg		ddpg
ppo		ppo
q_learning		q_learning
reinforce_a2c		reinforce_a2c
.gitattributes		.gitattributes
.gitignore		.gitignore
README.md		README.md
pytorch_xor.ipynb		pytorch_xor.ipynb
tensorflow_xor.ipynb		tensorflow_xor.ipynb

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Implemented Algorithms

Table lookup q value on FrozenLakeNotSlippery notebook
Neural network as q function approximation on Cartpole notebook
Cross Entropy Method on Pendulum notebook
REINFORCE (Williams, 1992) policy gradient on Cartpole notebook
A2C on Cartpole notebook
DDPG on Pendulum notebook
PPO on Pendulum notebook

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