ConstrainedZero: Chance-constrained POMDP planning using learned probabilistic failure surrogates and adaptive safety constraints. Moss, R. J., Jamgochian, A., Fischer, J., Corso, A., & Kochenderfer, M. J. In International Joint Conference on Artificial Intelligence (IJCAI), 2024.
ConstrainedZero: Chance-constrained POMDP planning using learned probabilistic failure surrogates and adaptive safety constraints [link]Paper  bibtex   8 downloads  
@InProceedings{Moss2024ijcai,
    author = {Robert J. Moss and Arec Jamgochian and Johannes Fischer and Anthony Corso and Mykel J. Kochenderfer},
    booktitle = ijcai,
    title = {Constrained{Z}ero: {C}hance-constrained {POMDP} planning using learned probabilistic failure surrogates and adaptive safety constraints},
    year = {2024},
    url = {https://arxiv.org/abs/2405.00644},
}

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