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Alon Cohen — most-cited papers & profile · Reinforcement Learning
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Alon Cohen
8
papers ·
21
citations
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Most-cited papers
Near-optimal Regret Bounds for Stochastic Shortest Path
2020 · 18 citations
Unknown mixing times in apprenticeship and reinforcement learning
2019 · 3 citations
Near-Optimal Regret for Policy Optimization in Contextual MDPs with General Offline Function Approximation
2026
Improved Bounds for Reward-Agnostic and Reward-Free Exploration
2026
Playing Markov Games Without Observing Payoffs
2025
Online Markov Decision Processes with Aggregate Bandit Feedback
2021
Eluder-based Regret for Stochastic Contextual MDPs
2022
APART: Diverse Skill Discovery using All Pairs with Ascending Reward and DropouT
2023
Top co-authors
Yishay Mansour
· 4
Haim Kaplan
· 3
Aviv Rosenberg
· 2
Orin Levy
· 2
Tom Zahavy
· 2
Asaf Cassel
· 1
Daniel Ablin
· 1
Guillaume Desjardins
· 1
Hadar Schreiber Galler
· 1
Oran Ridel
· 1
Tomer Koren
· 1
Yishay Mansour
· 1
Topics
Model-Based RL
Exploration
Offline RL
Policy Gradient
Multi-Agent
Game AI
Meta-RL