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James Zou — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
James Zou
27
papers ·
1128
citations ·
81
h-index
Palo Alto University · Stanford University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
MOPO: Model-based Offline Policy Optimization
2020 · 218 citations
The Effects of Memory Replay in Reinforcement Learning
2017 · 6 citations
In-the-Flow Agentic System Optimization for Effective Planning and Tool Use
2025
TaTToo: Tool-Grounded Thinking PRM for Test-Time Scaling in Tabular Reasoning
2025
A Snapshot of Influence: A Local Data Attribution Framework for Online Reinforcement Learning
2025
Weak-for-Strong: Training Weak Meta-Agent to Harness Strong Executors
2025
Top co-authors
Haotian Ye
· 2
Pan Lu
· 2
Alexandre Alahi
· 1
and Pan Lu
· 1
Chelsea Finn
· 1
David Forsyth
· 1
David Wipf
· 1
Fan Nie
· 1
Fan Wu
· 1
Garrett Thomas
· 1
Han Zhao
· 1
Haoxiang Zhang
· 1
Topics
Model-Based RL
Policy Gradient
RLHF & Alignment
Multi-Agent
Meta-RL
Offline RL
Safe RL
Value-Based
Exploration