Cassel, Asaf

7 publications

ICML 2024 Eluder-Based Regret for Stochastic Contextual MDPs Orin Levy, Asaf Cassel, Alon Cohen, Yishay Mansour

NeurIPS 2024 Multi-Turn Reinforcement Learning with Preference Human Feedback Lior Shani, Aviv Rosenberg, Asaf Cassel, Oran Lang, Daniele Calandriello, Avital Zipori, Hila Noga, Orgad Keller, Bilal Piot, Idan Szpektor, Avinatan Hassidim, Yossi Matias, Rémi Munos

ICML 2024 Near-Optimal Regret in Linear MDPs with Aggregate Bandit Feedback Asaf Cassel, Haipeng Luo, Aviv Rosenberg, Dmitry Sotnikov

NeurIPS 2024 Warm-up Free Policy Optimization: Improved Regret in Linear Markov Decision Processes Asaf Cassel, Aviv Rosenberg

ICML 2023 Efficient Rate Optimal Regret for Adversarial Contextual MDPs Using Online Function Approximation Orin Levy, Alon Cohen, Asaf Cassel, Yishay Mansour

NeurIPS 2020 Bandit Linear Control Asaf Cassel, Tomer Koren

ICML 2020 Logarithmic Regret for Learning Linear Quadratic Regulators Efficiently Asaf Cassel, Alon Cohen, Tomer Koren