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James Cheng — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
James Cheng
24
papers ·
201
citations ·
48
h-index
Chinese University of Hong Kong
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Think or Not? Selective Reasoning via Reinforcement Learning for Vision-Language Models
2025 · 17 citations
Hista and Numca: Estimate State Value Effectively for LLM Reinforcement Learning
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
Yongqiang Chen
· 3
Mufei Li
· 2
Pan Li
· 2
Yu Gong
· 2
Fan Feng
· 1
Garry Yang
· 1
Haochen Yang
· 1
Jiaqi Wang
· 1
Kevin Qinghong Lin
· 1
Mike Zheng Shou
· 1
Yizhou Tian
· 1
Zhitang Chen
· 1
Topics
cs.AI
Model-Based RL
Policy Gradient
RLHF & Alignment
cs.LG
cs.CL