| Entropic risk optimization in discounted MDPs JL Hau, M Petrik, M Ghavamzadeh International Conference on Artificial Intelligence and Statistics, 47-76, 2023 | 39 | 2023 |
| On dynamic programming decompositions of static risk measures in markov decision processes JL Hau, E Delage, M Ghavamzadeh, M Petrik Advances in Neural Information Processing Systems 36, 51734-51757, 2023 | 18 | 2023 |
| Rasr: Risk-averse soft-robust mdps with evar and entropic risk JL Hau, M Petrik, M Ghavamzadeh, R Russel arXiv preprint arXiv:2209.04067, 2022 | 10 | 2022 |
| Q-learning for Quantile MDPs: A Decomposition, Performance, and Convergence Analysis JL Hau, E Delage, E Derman, M Ghavamzadeh, M Petrik Proceedings of The 28th International Conference on Artificial Intelligence …, 2025 | 7 | 2025 |
| Robust pest management using reinforcement learning T Siddique, JL Hau, S Atallah, M Petrik The Multi-disciplinary Conference on Reinforcement Learning and Decision Making, 2019 | 4 | 2019 |
| On dynamic program decompositions of static risk mea-sures JL Hau, E Delage, M Ghavamzadeh, M Petrik Les Cahiers du GERAD ISSN 711, 2440, 2023 | 3 | 2023 |
| Risk-Averse Total-Reward Reinforcement Learning X Su, JL Hau, G Doko, K Panaganti, M Petrik arXiv preprint arXiv:2506.21683, 2025 | | 2025 |
| Static Risk Sensitive Reinforcement Learning JL Hau University of New Hampshire, 2025 | | 2025 |
