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Pavel Izmailov — most-cited papers & profile · Reinforcement Learning
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overview
Pavel Izmailov
9
papers ·
17
citations ·
23
h-index
Princeton University · New York University
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Semantic Scholar ↗
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Most-cited papers
Understanding Reasoning from Pretraining to Post-Training
2026
How's it going? Reinforcement learning in language models recruits a functional welfare axis
2026
When Can LLMs Learn to Reason with Weak Supervision?
2026
Top co-authors
Andy Q Han
· 1
Ang Li
· 1
Anna Mordvina
· 1
David J. Chalmers
· 1
Hamid Palangi
· 1
Jingyan Shen
· 1
Jingyan Shen
· 1
Matus Telgarsky
· 1
Micah Goldblum
· 1
Saadia Gabriel
· 1
Salman Rahman
· 1
Salman Rahman
· 1
Topics
Model-Based RL
RLHF & Alignment
Game AI
Value-Based
Meta-RL