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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)

Rewards

Visited States

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

Rewards

Visited States

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

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  • Jupyter Notebook 92.7%
  • Python 7.3%