Evan Zheran Liu

Stanford University — United States

Computer Science · Physical Sciences

7h-index240citations18works6.72yr avg
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Research Topics

Reinforcement Learning in Robotics(8), Data Stream Mining Techniques(4), Topic Modeling(3), Natural Language Processing Techniques(3), Online Learning and Analytics(3)

Publications18 total

A Tutorial on Meta-Reinforcement Learning
Foundations and Trends® in Machine Learning·2025· 18 cited
AutoBencher: Towards Declarative Benchmark Construction
arXiv (Cornell University)·2024· 1 citedOpen Access
A Fast and Accurate Machine Learning Autograder for the Breakout Assignment
2024· 1 cited
Simple Embodied Language Learning as a Byproduct of Meta-Reinforcement Learning
arXiv (Cornell University)·2023· 1 citedOpen Access
A Tutorial on Meta-Reinforcement Learning
arXiv (Cornell University)·2023· 48 citedOpen Access
Learning Options via Compression
arXiv (Cornell University)·2022· 2 citedOpen Access
Giving Feedback on Interactive Student Programs with Meta-Exploration
arXiv (Cornell University)·2022· 3 citedOpen Access
Analyzing a Caching Model
arXiv (Cornell University)·2021Open Access
Just Train Twice: Improving Group Robustness without Training Group\n Information
arXiv (Cornell University)·2021· 58 citedOpen Access
Decoupling Exploration and Exploitation for Meta-Reinforcement Learning\n without Sacrifices
arXiv (Cornell University)·2020Open Access
Decoupling Exploration and Exploitation for Meta-Reinforcement Learning without Sacrifices
arXiv (Cornell University)·2020· 9 citedOpen Access
Learning Abstract Models for Strategic Exploration and Fast Reward Transfer
arXiv (Cornell University)·2020· 3 citedOpen Access
Explore then Execute: Adapting without Rewards via Factorized Meta-Reinforcement Learning
arXiv (Cornell University)·2020· 6 citedOpen Access
Learning Abstract Models for Long-Horizon Exploration
2018· 2 cited
Mapping Natural Language Commands to Web Elements
arXiv (Cornell University)·2018Open Access
Reinforcement Learning on Web Interfaces Using Workflow-Guided\n Exploration
arXiv (Cornell University)·2018· 31 citedOpen Access
Reinforcement Learning on Web Interfaces Using Workflow-Guided Exploration
arXiv (Cornell University)·2018· 16 citedOpen Access
From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood
arXiv (Cornell University)·2017· 41 citedOpen Access

Frequent Co-authors

Percy Liang(11), Chelsea Finn(10), Kelvin Guu(6), Panupong Pasupat(6), Aditi Raghunathan(4), Emma Brunskill(4), Jacob Beck(2), Risto Vuorio(2), Zheng Xiong(2), Luisa Zintgraf(2), Shimon Whiteson(2), Tianlin Shi(2), Allen Nie(2), Chris Piech(2), Ramtin Keramati(2), Sudarshan Seshadri(2), Behzad Haghgoo(1), Annie S. Chen(1), Pang Wei Koh(1), Shiori Sagawa(1)