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Pavlo Molchanov — most-cited papers & profile · Reinforcement Learning
← authors
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overview
Pavlo Molchanov
23
papers ·
71
citations ·
0
h-index
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Most-cited papers
Entropy-Regularized Process Reward Model
2024 · 1 citations
Scaling RL to Long Videos
2025
Scaling Up RL: Unlocking Diverse Reasoning in LLMs via Prolonged Training
2025
Extending Puzzle for Mixture-of-Experts Reasoning Models with Application to GPT-OSS Acceleration
2026
GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization
2026
Alpamayo-R1: Bridging Reasoning and Action Prediction for Generalizable Autonomous Driving in the Long Tail
2025
ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration
2025
BroRL: Scaling Reinforcement Learning via Broadened Exploration
2025
DLER: Doing Length pEnalty Right - Incentivizing More Intelligence per Token via Reinforcement Learning
2025
Top co-authors
Jan Kautz
· 5
Shizhe Diao
· 5
Mingjie Liu
· 4
Ximing Lu
· 4
Hanrong Ye
· 2
Hongxu Yin
· 2
Jian Hu
· 2
Yejin Choi
· 2
Yi Dong
· 2
Zhijian Liu
· 2
Akhiad Bercovich
· 1
Alexander Bukharin
· 1
Topics
RLHF & Alignment
Model-Based RL
Policy Gradient
Value-Based
Exploration
cs.AI
cs.CL
cs.PL
Multi-Agent
Safe RL