Optimal Stopping POMDP

Basic implementation of an optimal stopping POMDP.

Get started

git clone https://github.com/Limmen/optimal_stopping_pomdp
cd optimal_stopping_pomdp
pip install -e .
cd examples
python hello_world.py
python ppo.py
python sondik_vi.py
python hsvi.py

Reference

If you make use of any code or models in this repository, please cite:

• Intrusion Prevention through Optimal Stopping (Preprint: https://arxiv.org/abs/2111.00289)

@misc{hammar2021intrusion,
      title={Intrusion Prevention through Optimal Stopping},
      author={Kim Hammar and Rolf Stadler},
      year={2021},
      eprint={2111.00289},
      archivePrefix={arXiv},
      primaryClass={cs.LG}
}

Author & Maintainer

Kim Hammar kimham@kth.se

Copyright and license

LICENSE

Creative Commons

(C) 2022, Kim Hammar