| A General Approach to Multi-Armed Bandits Under Risk Criteria A Cassel, S Mannor, A Zeevi Proceedings of the 31st Conference On Learning Theory 75, 1295--1306, 2018 | 94 | 2018 |
| Logarithmic Regret for Learning Linear Quadratic Regulators Efficiently A Cassel, A Cohen, T Koren Proceedings of the 37th International Conference on Machine Learning 119 …, 2020 | 76 | 2020 |
| Bandit linear control A Cassel, T Koren Advances in Neural Information Processing Systems 33, 8872-8882, 2020 | 21 | 2020 |
| Online Policy Gradient for Model Free Learning of Linear Quadratic Regulators with $\sqrt $ T Regret AB Cassel, T Koren International Conference on Machine Learning, 1304-1313, 2021 | 14 | 2021 |
| A general framework for bandit problems beyond cumulative objectives A Cassel, S Mannor, A Zeevi Mathematics of Operations Research 48 (4), 2196-2232, 2023 | 5 | 2023 |
| Rate-optimal online convex optimization in adaptive linear control AB Cassel, A Peled-Cohen, T Koren Advances in Neural Information Processing Systems 35, 7410-7422, 2022 | 5 | 2022 |
| Efficient online linear control with stochastic convex costs and unknown dynamics AB Cassel, A Cohen, T Koren Conference on Learning Theory, 3589-3604, 2022 | 5 | 2022 |
| Multi-turn Reinforcement Learning from Preference Human Feedback L Shani, A Rosenberg, A Cassel, O Lang, D Calandriello, A Zipori, ... arXiv preprint arXiv:2405.14655, 2024 | 3 | 2024 |
| Efficient rate optimal regret for adversarial contextual MDPs using online function approximation O Levy, A Cohen, A Cassel, Y Mansour International Conference on Machine Learning, 19287-19314, 2023 | 3 | 2023 |
| Eluder-based Regret for Stochastic Contextual MDPs O Levy, A Cassel, A Cohen, Y Mansour arXiv preprint arXiv:2211.14932, 2022 | 3 | 2022 |
| A General Framework for Bandit Problems Beyond Cumulative Objectives A Cassel, S Mannor, A Zeevi arXiv preprint arXiv:1806.01380, 2018 | 3 | 2018 |
| Near-optimal regret in linear MDPs with aggregate bandit feedback A Cassel, H Luo, A Rosenberg, D Sotnikov arXiv preprint arXiv:2405.07637, 2024 | 2 | 2024 |
| The Pendulum Arrangement: Maximizing the Escape Time of Heterogeneous Random Walks A Cassel, S Mannor, G Tennenholtz arXiv preprint arXiv:2007.13232, 2020 | 1 | 2020 |
| Batch Ensemble for Variance Dependent Regret in Stochastic Bandits A Cassel, O Levy, Y Mansour arXiv preprint arXiv:2409.08570, 2024 | | 2024 |
| Warm-up Free Policy Optimization: Improved Regret in Linear Markov Decision Processes A Cassel, A Rosenberg arXiv preprint arXiv:2407.03065, 2024 | | 2024 |
| Counterfactual Optimism: Rate Optimal Regret for Stochastic Contextual MDPs. O Levy, AB Cassel, A Cohen, Y Mansour CoRR, 2022 | | 2022 |
Alon CohenTel-Aviv University and GoogleVerified email at google.com
