Asaf Cassel

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 13

Top Topics

Markov Decision Process

Reinforcement Learning

Policy Gradient

Top Venues

Publications

Asaf Cassel, Aviv Rosenberg
Warm-up Free Policy Optimization: Improved Regret in Linear Markov Decision Processes. CoRR (2024)
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
Multi-turn Reinforcement Learning from Preference Human Feedback. CoRR (2024)
Asaf Cassel, Haipeng Luo, Aviv Rosenberg, Dmitry Sotnikov
Near-Optimal Regret in Linear MDPs with Aggregate Bandit Feedback. CoRR (2024)
Asaf Cassel, Alon Cohen, Tomer Koren
Efficient Online Linear Control with Stochastic Convex Costs and Unknown Dynamics. CoRR (2022)
Asaf Cassel, Tomer Koren
Online Policy Gradient for Model Free Learning of Linear Quadratic Regulators with √T Regret. ICML (2021)
Asaf Cassel, Tomer Koren
Online Policy Gradient for Model Free Learning of Linear Quadratic Regulators with √T Regret. CoRR (2021)
Asaf Cassel, Tomer Koren
Bandit Linear Control. NeurIPS (2020)
Asaf Cassel, Alon Cohen, Tomer Koren
Logarithmic Regret for Learning Linear Quadratic Regulators Efficiently. ICML (2020)
Asaf Cassel, Tomer Koren
Bandit Linear Control. CoRR (2020)
Asaf Cassel, Shie Mannor, Guy Tennenholtz
The Pendulum Arrangement: Maximizing the Escape Time of Heterogeneous Random Walks. CoRR (2020)
Asaf Cassel, Alon Cohen, Tomer Koren
Logarithmic Regret for Learning Linear Quadratic Regulators Efficiently. CoRR (2020)
Asaf Cassel, Shie Mannor, Assaf Zeevi
A General Approach to Multi-Armed Bandits Under Risk Criteria. CoRR (2018)
Asaf Cassel, Shie Mannor, Assaf Zeevi
A General Approach to Multi-Armed Bandits Under Risk Criteria. COLT (2018)