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"Constrained Reinforcement Learning in Hard Exploration Problems" Pathmanathan Pankayaraj, Pradeep Varakantham. AAAI Conference on Artificial Intelligence 2022

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Hierarchical-constrained-RL

This is a library for the paper Constrained Reinforcement Learning in Hard Exploration Problems with Hierarchies https://ojs.aaai.org/index.php/AAAI/article/view/26757

#Code Credit The code corresponding to past work has been derived or modified from the repository https://github.com/hercky/cmdps_via_bvf

#Citation

  @article{Pankayaraj_Varakantham_2023, title={Constrained Reinforcement Learning in Hard Exploration Problems}, volume={37}, url=  
  {https://ojs.aaai.org/index.php/AAAI/article/view/26757}, DOI={10.1609/aaai.v37i12.26757}, number={12}, journal={Proceedings of the AAAI Conference on Artificial Intelligence},          author={Pankayaraj, Pathmanathan and Varakantham, Pradeep}, year={2023}, month={Jun.}, pages={15055-15063} }

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"Constrained Reinforcement Learning in Hard Exploration Problems" Pathmanathan Pankayaraj, Pradeep Varakantham. AAAI Conference on Artificial Intelligence 2022

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