Aviv Rosenberg

41 papers A* 19Journal 21

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Near-Optimal Regret for Policy Optimization in Contextual MDPs with General Offline Function Approximation. CoRR Orin Levy, Aviv Rosenberg, Alon Cohen, Yishay Mansour
2025	J	`jnl`	A Unified Analysis of Nonstochastic Delayed Feedback for Combinatorial Semi-Bandits, Linear Bandits, and MDPs. J. Mach. Learn. Res. Lukas Zierahn, Dirk van der Hoeven, Tal Lancewicki, Aviv Rosenberg, Nicolò Cesa-Bianchi
2025	A*	`conf`	Building Math Agents with Multi-Turn Iterative Preference Learning. ICLR Wei Xiong, Chengshuai Shi, Jiaming Shen, Aviv Rosenberg, Zhen Qin, Daniele Calandriello, Misha Khalman, Rishabh Joshi, Bilal Piot, Mohammad Saleh, Chi Jin, Tong Zhang, Tianqi Liu
2025	J	`jnl`	Reinforcement Learning with Discrete Diffusion Policies for Combinatorial Action Spaces. CoRR Haitong Ma, Ofir Nabati, Aviv Rosenberg, Bo Dai, Oran Lang, Idan Szpektor, Craig Boutilier, Na Li, Shie Mannor, Lior Shani, Guy Tennenholtz
2024	J	`jnl`	Building Math Agents with Multi-Turn Iterative Preference Learning. CoRR Wei Xiong, Chengshuai Shi, Jiaming Shen, Aviv Rosenberg, Zhen Qin, Daniele Calandriello, Misha Khalman, Rishabh Joshi, Bilal Piot, Mohammad Saleh, Chi Jin, Tong Zhang, Tianqi Liu
2024	J	`jnl`	Multi-turn Reinforcement Learning from Preference Human Feedback. CoRR Lior Shani, Aviv Rosenberg, Asaf B. Cassel, Oran Lang, Daniele Calandriello, Avital Zipori, Hila Noga, Orgad Keller, Bilal Piot, Idan Szpektor, Avinatan Hassidim, Yossi Matias, Rémi Munos
2024	A*	`conf`	Multi-turn Reinforcement Learning with Preference Human Feedback. NeurIPS 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
2024	A*	`conf`	Near-Optimal Regret in Linear MDPs with Aggregate Bandit Feedback. ICML Asaf Cassel, Haipeng Luo, Aviv Rosenberg, Dmitry Sotnikov
2024	J	`jnl`	Near-Optimal Regret in Linear MDPs with Aggregate Bandit Feedback. CoRR Asaf B. Cassel, Haipeng Luo, Aviv Rosenberg, Dmitry Sotnikov
2024	A*	`conf`	Online Weighted Paging with Unknown Weights. NeurIPS Orin Levy, Noam Touitou, Aviv Rosenberg
2024	J	`jnl`	Online Weighted Paging with Unknown Weights. CoRR Orin Levy, Noam Touitou, Aviv Rosenberg
2024	A*	`conf`	Warm-up Free Policy Optimization: Improved Regret in Linear Markov Decision Processes. NeurIPS Asaf Cassel, Aviv Rosenberg
2024	J	`jnl`	Warm-up Free Policy Optimization: Improved Regret in Linear Markov Decision Processes. CoRR Asaf B. Cassel, Aviv Rosenberg
2023	A*	`conf`	A Unified Analysis of Nonstochastic Delayed Feedback for Combinatorial Semi-Bandits, Linear Bandits, and MDPs. COLT Dirk van der Hoeven, Lukas Zierahn, Tal Lancewicki, Aviv Rosenberg, Nicolò Cesa-Bianchi
2023	J	`jnl`	A Unified Analysis of Nonstochastic Delayed Feedback for Combinatorial Semi-Bandits, Linear Bandits, and MDPs. CoRR Dirk van der Hoeven, Lukas Zierahn, Tal Lancewicki, Aviv Rosenberg, Nicolò Cesa-Bianchi
2023	A*	`conf`	Delay-Adapted Policy Optimization and Improved Regret for Adversarial MDP with Delayed Bandit Feedback. ICML Tal Lancewicki, Aviv Rosenberg, Dmitry Sotnikov
2023	J	`jnl`	Delay-Adapted Policy Optimization and Improved Regret for Adversarial MDP with Delayed Bandit Feedback. CoRR Tal Lancewicki, Aviv Rosenberg, Dmitry Sotnikov
2023	A*	`conf`	Planning and Learning with Adaptive Lookahead. AAAI Aviv Rosenberg, Assaf Hallak, Shie Mannor, Gal Chechik, Gal Dalal
2022	A*	`conf`	Cooperative Online Learning in Stochastic and Adversarial MDPs. ICML Tal Lancewicki, Aviv Rosenberg, Yishay Mansour
2022	J	`jnl`	Cooperative Online Learning in Stochastic and Adversarial MDPs. CoRR Tal Lancewicki, Aviv Rosenberg, Yishay Mansour
2022	A*	`conf`	Learning Adversarial Markov Decision Processes with Delayed Feedback. AAAI Tal Lancewicki, Aviv Rosenberg, Yishay Mansour
2022	A*	`conf`	Near-Optimal Regret for Adversarial MDP with Delayed Bandit Feedback. NeurIPS Tiancheng Jin, Tal Lancewicki, Haipeng Luo, Yishay Mansour, Aviv Rosenberg
2022	J	`jnl`	Near-Optimal Regret for Adversarial MDP with Delayed Bandit Feedback. CoRR Tiancheng Jin, Tal Lancewicki, Haipeng Luo, Yishay Mansour, Aviv Rosenberg
2022	J	`jnl`	Planning and Learning with Adaptive Lookahead. CoRR Aviv Rosenberg, Assaf Hallak, Shie Mannor, Gal Chechik, Gal Dalal
2022	A*	`conf`	Policy Optimization for Stochastic Shortest Path. COLT Liyu Chen, Haipeng Luo, Aviv Rosenberg
2022	J	`jnl`	Policy Optimization for Stochastic Shortest Path. CoRR Liyu Chen, Haipeng Luo, Aviv Rosenberg
2022	—	`—`	Regret minimization in reinforcement learning Aviv Rosenberg
2021	A*	`conf`	Minimax Regret for Stochastic Shortest Path. NeurIPS Alon Cohen, Yonathan Efroni, Yishay Mansour, Aviv Rosenberg
2021	J	`jnl`	Minimax Regret for Stochastic Shortest Path. CoRR Alon Cohen, Yonathan Efroni, Yishay Mansour, Aviv Rosenberg
2021	A*	`conf`	Oracle-Efficient Regret Minimization in Factored MDPs with Unknown Structure. NeurIPS Aviv Rosenberg, Yishay Mansour
2021	A*	`conf`	Stochastic Shortest Path with Adversarially Changing Costs. IJCAI Aviv Rosenberg, Yishay Mansour
2020	J	`jnl`	Adversarial Stochastic Shortest Path. CoRR Aviv Rosenberg, Yishay Mansour
2020	J	`jnl`	Learning Adversarial Markov Decision Processes with Delayed Feedback. CoRR Tal Lancewicki, Aviv Rosenberg, Yishay Mansour
2020	A*	`conf`	Near-optimal Regret Bounds for Stochastic Shortest Path. ICML Aviv Rosenberg, Alon Cohen, Yishay Mansour, Haim Kaplan
2020	J	`jnl`	Near-optimal Regret Bounds for Stochastic Shortest Path. CoRR Alon Cohen, Haim Kaplan, Yishay Mansour, Aviv Rosenberg
2020	A*	`conf`	Optimistic Policy Optimization with Bandit Feedback. ICML Lior Shani, Yonathan Efroni, Aviv Rosenberg, Shie Mannor
2020	J	`jnl`	Optimistic Policy Optimization with Bandit Feedback. CoRR Yonathan Efroni, Lior Shani, Aviv Rosenberg, Shie Mannor
2020	J	`jnl`	Oracle-Efficient Reinforcement Learning in Factored MDPs with Unknown Structure. CoRR Aviv Rosenberg, Yishay Mansour
2019	A*	`conf`	Online Convex Optimization in Adversarial Markov Decision Processes. ICML Aviv Rosenberg, Yishay Mansour
2019	J	`jnl`	Online Convex Optimization in Adversarial Markov Decision Processes. CoRR Aviv Rosenberg, Yishay Mansour
2019	A*	`conf`	Online Stochastic Shortest Path with Bandit Feedback and Unknown Transition Function. NeurIPS Aviv Rosenberg, Yishay Mansour