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Aviv Rosenberg — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Aviv Rosenberg
14
papers ·
86
citations ·
8
h-index
Google (United States)
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Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Online Convex Optimization in Adversarial Markov Decision Processes
2019 · 45 citations
Optimistic Policy Optimization with Bandit Feedback
2020 · 20 citations
Near-optimal Regret Bounds for Stochastic Shortest Path
2020 · 18 citations
Near-Optimal Regret for Adversarial MDP with Delayed Bandit Feedback
2022 · 1 citations
Multi-turn Reinforcement Learning from Preference Human Feedback
2024 · 1 citations
Near-Optimal Regret for Policy Optimization in Contextual MDPs with General Offline Function Approximation
2026
Learning Adversarial Markov Decision Processes with Delayed Feedback
2020
Planning and Learning with Adaptive Lookahead
2022
Cooperative Online Learning in Stochastic and Adversarial MDPs
2022
Policy Optimization for Stochastic Shortest Path
2022
Delay-Adapted Policy Optimization and Improved Regret for Adversarial MDP with Delayed Bandit Feedback
2023
Near-Optimal Regret in Linear MDPs with Aggregate Bandit Feedback
2024
Warm-up Free Policy Optimization: Improved Regret in Linear Markov Decision Processes
2024
Top co-authors
Yishay Mansour
· 5
Tal Lancewicki
· 4
Asaf Cassel
· 3
Haipeng Luo
· 3
Alon Cohen
· 2
Dmitry Sotnikov
· 2
Lior Shani
· 2
Shie Mannor
· 2
Assaf Hallak
· 1
Avinatan Hassidim
· 1
Avital Zipori
· 1
Bilal Piot
· 1
Topics
Model-Based RL
Policy Gradient
Exploration
Value-Based
Game AI
Multi-Agent
Safe RL
Offline RL
RLHF & Alignment