| Soft-Robust Actor-Critic Policy-Gradient E Derman, DJ Mankowitz, TA Mann, S Mannor AUAI press for Association for Uncertainty in Artificial Intelligence, 208-218, 2018 | 67 | 2018 |
| A bayesian approach to robust reinforcement learning E Derman, D Mankowitz, T Mann, S Mannor Uncertainty in Artificial Intelligence, 648-658, 2020 | 57 | 2020 |
| Twice regularized MDPs and the equivalence between robustness and regularization E Derman, M Geist, S Mannor Advances in Neural Information Processing Systems 34, 22274-22287, 2021 | 50 | 2021 |
| Distributional Robustness and Regularization in Reinforcement Learning E Derman, S Mannor ICML Workshop on Theoretical Foundations of Reinforcement Learning, 2020 | 48 | 2020 |
| Acting in Delayed Environments with Non-Stationary Markov Policies E Derman, G Dalal, S Mannor International Conference on Learning Representations (ICLR), 2021 | 40 | 2021 |
| Policy Gradient for Rectangular Robust Markov Decision Processes N Kumar, E Derman, M Geist, K Levy, S Mannor Advances in Neural Information Processing Systems 36, 2024 | 36 | 2024 |
| Clustering and model selection via penalized likelihood for different-sized categorical data vectors E Derman, EL Pennec arXiv preprint arXiv:1709.02294, 2017 | 3 | 2017 |
| Solving non-rectangular reward-robust MDPs via frequency regularization U Gadot, E Derman, N Kumar, MM Elfatihi, K Levy, S Mannor Proceedings of the AAAI Conference on Artificial Intelligence 38 (19), 21090 …, 2024 | 2 | 2024 |
| Twice regularized Markov decision processes: The equivalence between robustness and regularization E Derman, Y Men, M Geist, S Mannor arXiv preprint arXiv:2303.06654, 2023 | 2* | 2023 |
| Tree Search-Based Policy Optimization under Stochastic Execution Delay D Valensi, E Derman, S Mannor, G Dalal The Twelfth International Conference on Learning Representations, 2023 | 1 | 2023 |
| Q-learning for Quantile MDPs: A Decomposition, Performance, and Convergence Analysis JL Hau, E Delage, E Derman, M Ghavamzadeh, M Petrik arXiv preprint arXiv:2410.24128, 2024 | | 2024 |
| Targeted Uncertainty Reduction in Robust MDPs U Gadot, K Wang, E Derman, N Kumar, K Levy, S Mannor NeurIPS 2023 Workshop on Generalization in Planning, 0 | | |
Shie MannorProfessor of Electrical Engineering @ Technion & Researcher @ NvidiaPatvirtintas el. paštas technion.ac.il