Alon Cohen - RankMe

53 papers A* 19A 2B 1Journal 31

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Improved Bounds for Reward-Agnostic and Reward-Free Exploration. CoRR Oran Ridel, Alon Cohen
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	A	`conf`	Locally Optimal Descent for Dynamic Stepsize Scheduling. AISTATS Gilad Yehudai, Alon Cohen, Amit Daniely, Yoel Drori, Tomer Koren, Mariano Schain
2025	J	`jnl`	Playing Markov Games Without Observing Payoffs. CoRR Daniel Ablin, Alon Cohen
2025	J	`jnl`	Regret Bounds for Adversarial Contextual Bandits with General Function Approximation and Delayed Feedback. CoRR Orin Levy, Liad Erez, Alon Cohen, Yishay Mansour
2025	J	`jnl`	Regret Guarantees for Linear Contextual Stochastic Shortest Path. CoRR Dor Polikar, Alon Cohen
2025	J	`jnl`	Sample Complexity of Agnostic Multiclass Classification: Natarajan Dimension Strikes Back. CoRR Alon Cohen, Liad Erez, Steve Hanneke, Tomer Koren, Yishay Mansour, Shay Moran, Qian Zhang
2024	A*	`conf`	Eluder-based Regret for Stochastic Contextual MDPs. ICML Orin Levy, Asaf B. Cassel, Alon Cohen, Yishay Mansour
2024	J	`jnl`	Fast Rates for Bandit PAC Multiclass Classification. CoRR Liad Erez, Alon Cohen, Tomer Koren, Yishay Mansour, Shay Moran
2024	A*	`conf`	Rate-Optimal Policy Optimization for Linear Markov Decision Processes. ICML Uri Sherman, Alon Cohen, Tomer Koren, Yishay Mansour
2024	A*	`conf`	The Real Price of Bandit Information in Multiclass Classification. COLT Liad Erez, Alon Cohen, Tomer Koren, Yishay Mansour, Shay Moran
2024	J	`jnl`	The Real Price of Bandit Information in Multiclass Classification. CoRR Liad Erez, Alon Cohen, Tomer Koren, Yishay Mansour, Shay Moran
2023	J	`jnl`	APART: Diverse Skill Discovery using All Pairs with Ascending Reward and DropouT. CoRR Hadar Schreiber Galler, Tom Zahavy, Guillaume Desjardins, Alon Cohen
2023	A*	`conf`	Efficient Rate Optimal Regret for Adversarial Contextual MDPs Using Online Function Approximation. ICML Orin Levy, Alon Cohen, Asaf B. Cassel, Yishay Mansour
2023	J	`jnl`	Efficient Rate Optimal Regret for Adversarial Contextual MDPs Using Online Function Approximation. CoRR Orin Levy, Alon Cohen, Asaf B. Cassel, Yishay Mansour
2023	J	`jnl`	Learning approximately optimal contracts. Theor. Comput. Sci. Alon Cohen, Argyrios Deligkas, Moran Koren
2023	J	`jnl`	Locally Optimal Descent for Dynamic Stepsize Scheduling. CoRR Gilad Yehudai, Alon Cohen, Amit Daniely, Yoel Drori, Tomer Koren, Mariano Schain
2023	J	`jnl`	Rate-Optimal Policy Optimization for Linear Markov Decision Processes. CoRR Uri Sherman, Alon Cohen, Tomer Koren, Yishay Mansour
2022	J	`jnl`	Counterfactual Optimism: Rate Optimal Regret for Stochastic Contextual MDPs. CoRR Orin Levy, Asaf B. Cassel, Alon Cohen, Yishay Mansour
2022	A*	`conf`	Efficient Online Linear Control with Stochastic Convex Costs and Unknown Dynamics. COLT Asaf B. Cassel, Alon Cohen, Tomer Koren
2022	J	`jnl`	Efficient Online Linear Control with Stochastic Convex Costs and Unknown Dynamics. CoRR Asaf B. Cassel, Alon Cohen, Tomer Koren
2022	B	`conf`	Learning Approximately Optimal Contracts. SAGT Alon Cohen, Argyrios Deligkas, Moran Koren
2022	J	`jnl`	Rate-Optimal Online Convex Optimization in Adaptive Linear Control. CoRR Asaf B. Cassel, Alon Cohen, Tomer Koren
2021	A*	`conf`	Asynchronous Stochastic Optimization Robust to Arbitrary Delays. NeurIPS Alon Cohen, Amit Daniely, Yoel Drori, Tomer Koren, Mariano Schain
2021	J	`jnl`	Asynchronous Stochastic Optimization Robust to Arbitrary Delays. CoRR Alon Cohen, Amit Daniely, Yoel Drori, Tomer Koren, Mariano Schain
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`	Online Markov Decision Processes with Aggregate Bandit Feedback. COLT Alon Cohen, Haim Kaplan, Tomer Koren, Yishay Mansour
2021	J	`jnl`	Online Markov Decision Processes with Aggregate Bandit Feedback. CoRR Alon Cohen, Haim Kaplan, Tomer Koren, Yishay Mansour
2020	A*	`conf`	Apprenticeship Learning via Frank-Wolfe. AAAI Tom Zahavy, Alon Cohen, Haim Kaplan, Yishay Mansour
2020	A*	`conf`	Logarithmic Regret for Learning Linear Quadratic Regulators Efficiently. ICML Asaf B. Cassel, Alon Cohen, Tomer Koren
2020	J	`jnl`	Logarithmic Regret for Learning Linear Quadratic Regulators Efficiently. CoRR Asaf B. Cassel, Alon Cohen, Tomer Koren
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`	Unknown mixing times in apprenticeship and reinforcement learning. UAI Tom Zahavy, Alon Cohen, Haim Kaplan, Yishay Mansour
2019	J	`jnl`	Apprenticeship Learning via Frank-Wolfe. CoRR Tom Zahavy, Alon Cohen, Haim Kaplan, Yishay Mansour
2019	J	`jnl`	Average reward reinforcement learning with unknown mixing times. CoRR Tom Zahavy, Alon Cohen, Haim Kaplan, Yishay Mansour
2019	J	`jnl`	Learning Linear-Quadratic Regulators Efficiently with only $\sqrt{T}$ Regret. CoRR Alon Cohen, Tomer Koren, Yishay Mansour
2019	A*	`conf`	Learning Linear-Quadratic Regulators Efficiently with only √T Regret. ICML Alon Cohen, Tomer Koren, Yishay Mansour
2019	J	`jnl`	Learning and Generalization for Matching Problems. CoRR Alon Cohen, Avinatan Hassidim, Haim Kaplan, Yishay Mansour, Shay Moran
2019	A*	`conf`	Learning to Screen. NeurIPS Alon Cohen, Avinatan Hassidim, Haim Kaplan, Yishay Mansour, Shay Moran
2018	J	`jnl`	Incentivizing the Dynamic Workforce: Learning Contracts in the Gig-Economy. CoRR Alon Cohen, Moran Koren, Argyrios Deligkas
2018	A*	`conf`	Online Linear Quadratic Control. ICML Alon Cohen, Avinatan Hassidim, Tomer Koren, Nevena Lazic, Yishay Mansour, Kunal Talwar
2018	J	`jnl`	Online Linear Quadratic Control. CoRR Alon Cohen, Avinatan Hassidim, Tomer Koren, Nevena Lazic, Yishay Mansour, Kunal Talwar
2018	A*	`conf`	Planning and Learning with Stochastic Action Sets. IJCAI Craig Boutilier, Alon Cohen, Avinatan Hassidim, Yishay Mansour, Ofer Meshi, Martin Mladenov, Dale Schuurmans
2018	J	`jnl`	Planning and Learning with Stochastic Action Sets. CoRR Craig Boutilier, Alon Cohen, Amit Daniely, Avinatan Hassidim, Yishay Mansour, Ofer Meshi, Martin Mladenov, Dale Schuurmans
2017	J	`jnl`	Online Learning with Many Experts. CoRR Alon Cohen, Shie Mannor
2017	A*	`conf`	Tight Bounds for Bandit Combinatorial Optimization. COLT Alon Cohen, Tamir Hazan, Tomer Koren
2017	J	`jnl`	Tight Bounds for Bandit Combinatorial Optimization. CoRR Alon Cohen, Tamir Hazan, Tomer Koren
2016	A*	`conf`	Online Learning with Feedback Graphs Without the Graphs. ICML Alon Cohen, Tamir Hazan, Tomer Koren
2016	J	`jnl`	Online Learning with Feedback Graphs Without the Graphs. CoRR Alon Cohen, Tamir Hazan, Tomer Koren
2015	A*	`conf`	Following the Perturbed Leader for Online Structured Learning. ICML Alon Cohen, Tamir Hazan
2013	A*	`conf`	Faster Optimal Planning with Partial-Order Pruning. ICAPS David Leo Wright Hall, Alon Cohen, David Burkett, Dan Klein