Liu, Evan Zheran

7 publications

FnTML 2025 A Tutorial on Meta-Reinforcement Learning Jacob Beck, Risto Vuorio, Evan Zheran Liu, Zheng Xiong, Luisa M. Zintgraf, Chelsea Finn, Shimon Whiteson

ICLR 2025 AutoBencher: Towards Declarative Benchmark Construction Xiang Lisa Li, Farzaan Kaiyom, Evan Zheran Liu, Yifan Mai, Percy Liang, Tatsunori Hashimoto

ICML 2024 Learning to Explore in POMDPs with Informational Rewards Annie Xie, Logan Mondal Bhamidipaty, Evan Zheran Liu, Joey Hong, Sergey Levine, Chelsea Finn

ICML 2023 Simple Embodied Language Learning as a Byproduct of Meta-Reinforcement Learning Evan Zheran Liu, Sahaana Suri, Tong Mu, Allan Zhou, Chelsea Finn

ICMLW 2022 Giving Feedback on Interactive Student Programs with Meta-Exploration Evan Zheran Liu, Moritz Pascal Stephan, Allen Nie, Christopher J Piech, Emma Brunskill, Chelsea Finn

ICMLW 2020 Explore Then Execute: Adapting Without Rewards via Factorized Meta-Reinforcement Learning Evan Zheran Liu, Aditi Raghunathan, Percy Liang, Chelsea Finn

ICLR 2018 Reinforcement Learning on Web Interfaces Using Workflow-Guided Exploration Evan Zheran Liu, Kelvin Guu, Panupong Pasupat, Tianlin Shi, Percy Liang