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Percy Liang — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Percy Liang
16
papers ·
516
citations ·
87
h-index
Stanford University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Reinforcement Learning on Web Interfaces Using Workflow-Guided Exploration
2018 · 31 citations
Decoupling Exploration and Exploitation for Meta-Reinforcement Learning without Sacrifices
2020 · 9 citations
Learning Abstract Models for Strategic Exploration and Fast Reward Transfer
2020 · 3 citations
Reinforcement Learning for Machine Learning Engineering Agents
2025
MLE-Dojo: Interactive Environments for Empowering LLM Agents in Machine Learning Engineering
2025
Top co-authors
Evan Zheran Liu
· 3
Kelvin Guu
· 2
Panupong Pasupat
· 2
Aditi Raghunathan
· 1
Bo Dai
· 1
Changhao Li
· 1
Chao Zhang
· 1
Chelsea Finn
· 1
Dingu Sagar V K
· 1
Emma Brunskill
· 1
Ian Shu-Hei Wong
· 1
Joy He-Yueya
· 1
Topics
Model-Based RL
Exploration
Meta-RL
Policy Gradient
Offline RL
Game AI