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Pan Li — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Pan Li
52
papers ·
533
citations ·
23
h-index
Georgia Institute of Technology · Shandong University · Shandong Xiehe University · Hangzhou Dianzi University
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Most-cited papers
Hierarchical Reinforcement Learning for Modeling User Novelty-Seeking Intent in Recommender Systems
2023 · 1 citations
$\nabla$-Reasoner: LLM Reasoning via Test-Time Gradient Descent in Latent Space
2026
On Information Self-Locking in Reinforcement Learning for Active Reasoning of LLM agents
2026
Reducing Belief Deviation in Reinforcement Learning for Active Reasoning
2025
Top co-authors
James Cheng
· 2
Mufei Li
· 2
Yongqiang Chen
· 2
Yu Gong
· 2
Ed H
· 1
Fan Feng
· 1
Haochen Yang
· 1
Hongyuan Mei
· 1
Minmin Chen
· 1
Peihao Wang
· 1
Qiang Liu
· 1
Ruisi Cai
· 1
Topics
cs.AI
cs.LG
Model-Based RL
Exploration
Policy Gradient
Value-Based