Aviv Rosenberg

Researcher, Google Research

Joined

July 2019

Names

Aviv Rosenberg

Emails

****@gmail.com (Confirmed)

****@amazon.com (Confirmed)

****@google.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Google Research (google.com)

2023 – Present

Researcher

Amazon Science (amazon.com)

2022 – 2023

PhD student

Tel Aviv University (tau.ac.il)

2017 – 2022

Intern

NVIDIA Reserach (nvidia.com)

2021 – 2021

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Reinforcement Learning with Discrete Diffusion Policies for Combinatorial Action Spaces
Ofir Nabati, Haitong Ma, Aviv Rosenberg, Bo Dai, Oran Lang, Craig Boutilier, Na Li, Shie Mannor, Lior Shani, Guy Tennenholtz
- Submitted to ICLR 2026
- Readers: Everyone
Building Math Agents with Multi-Turn Iterative Preference Learning
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
- ICLR 2025 Poster
- Readers: Everyone
Warm-up Free Policy Optimization: Improved Regret in Linear Markov Decision Processes
Asaf Cassel, Aviv Rosenberg
- EWRL17
- Readers: Everyone
Multi-turn Reinforcement Learning with Preference Human Feedback
Lior Shani, Aviv Rosenberg, Asaf Cassel, Oran Lang, Daniele Calandriello, Avital Zipori, Hila Noga, Orgad Keller, Bilal Piot, Idan Szpektor, Avinatan Hassidim, Yossi Matias, Remi Munos
- NeurIPS 2024 poster
- Readers: Everyone
Online Weighted Paging with Unknown Weights
Orin Levy, Noam Touitou, Aviv Rosenberg
- NeurIPS 2024 poster
- Readers: Everyone
Warm-up Free Policy Optimization: Improved Regret in Linear Markov Decision Processes
Asaf Cassel, Aviv Rosenberg
- NeurIPS 2024 poster
- Readers: Everyone
Near-Optimal Regret in Linear MDPs with Aggregate Bandit Feedback
Asaf Cassel, Haipeng Luo, Aviv Rosenberg, Dmitry Sotnikov
- ICML 2024 Poster
- Readers: Everyone
Delay-Adapted Policy Optimization and Improved Regret for Adversarial MDP with Delayed Bandit Feedback
Tal Lancewicki, Aviv Rosenberg, Dmitry Sotnikov
- ICML 2023 Poster
- Readers: Everyone
Near-Optimal Regret for Adversarial MDP with Delayed Bandit Feedback
Tiancheng Jin, Tal Lancewicki, Haipeng Luo, Yishay Mansour, Aviv Rosenberg
- Published: 31 Oct 2022, Last Modified: 15 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
Minimax Regret for Stochastic Shortest Path
Alon Cohen, Yonathan Efroni, Yishay Mansour, Aviv Rosenberg
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone

View all 19 publications

Co-Authors

View all 38 co-authors