Name		Name	Last commit message	Last commit date
agents		agents
envs		envs
results		results
utils		utils
.gitignore		.gitignore
README.md		README.md
hdqn.py		hdqn.py
q_learning.py		q_learning.py
run_hdqn.ipynb		run_hdqn.ipynb
run_q_learning.ipynb		run_q_learning.ipynb

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pytorch-hDQN

hierarchical-DQN in pytorch. [paper]

Results

Only Q-learning and h-DQN for StochasticMDPEnv are implemented.

Q-Learning for Experiment 1 (Discrete stochastic decision process)

h-DQN for Experiment 1 (Discrete stochastic decision process)

Reference

https://github.com/EthanMacdonald/h-DQN: Another implementation of hierarchical-DQN paper, which I copied the StochasticMDPEnv from.

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Hierarchical-DQN in pytorch (not actively maintained)

deep-reinforcement-learning hierarchical-dqn hierarchical-reinforcement-learning pytorch

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