Near-Optimal Regret in Linear MDPs with Aggregate Bandit Feedback. - Asaf Cassel; Haipeng Luo; Aviv Rosenberg 002; Dmitry Sotnikov (ICML, 2024)

Warm-up Free Policy Optimization: Improved Regret in Linear Markov Decision Processes. - Asaf Cassel; Aviv Rosenberg 002 (NeurIPS, 2024)

Multi-turn Reinforcement Learning with Preference Human Feedback. - Lior Shani; Aviv Rosenberg 002; Asaf Cassel; Oran Lang; Daniele Calandriello; Avital Zipori; Hila Noga; Orgad Keller; Bilal Piot; Idan Szpektor; Avinatan Hassidim; Yossi Matias; et al. (NeurIPS, 2024)