Wanqiao Xu

PhD student, Stanford University

Joined

May 2021

Names

Wanqiao Xu (Preferred)

Emails

****@umich.edu (Confirmed)

****@stanford.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Stanford University (stanford.edu)

2021 – 2026

Undergrad student

University of Michigan (umich.edu)

2018 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Benjamin Van Roy

2021 – 2026

Expertise

No areas of expertise listed

Publications

Provably Learning from Language Feedback
Wanqiao Xu, Allen Nie, Ruijie Zheng, Aditya Modi, Adith Swaminathan, Ching-An Cheng
- Submitted to ICLR 2026
- Readers: Everyone
Provably Learning from Language Feedback
Wanqiao Xu, Allen Nie, Ruijie Zheng, Aditya Modi, Adith Swaminathan, Ching-An Cheng
- RLBrew: Ingredients for Developing Generalist Agents workshop (RLC 2025)
- Readers: Everyone
Provably Learning from Language Feedback
Wanqiao Xu, Allen Nie, Ruijie Zheng, Aditya Modi, Adith Swaminathan, Ching-An Cheng
- EXAIT@ICML 2025 Poster
- Readers: Everyone
Does Infantile Attachment Require Intrinsic Reward?
Xi Jia Zhou, Logan Cross, Wanqiao Xu, Nick Haber
- NeurIPS 2024 Workshop IMOL asTinyPaperPoster
- Readers: Everyone
Exploration Unbound
Dilip Arumugam, Wanqiao Xu, Benjamin Van Roy
- Finding the Frame: RLC 2024 Poster
- Readers: Everyone
RLHF and IIA: Perverse Incentives
Wanqiao Xu, Shi Dong, Xiuyuan Lu, Grace Lam, Zheng Wen, Benjamin Van Roy
- ICML 2024 Workshop MHFAIA Oral
- Readers: Everyone
Posterior Sampling for Continuing Environments
Wanqiao Xu, Shi Dong, Benjamin Van Roy
- RLC 2024
- Readers: Everyone
Uniformly Conservative Exploration in Reinforcement Learning
Wanqiao Xu, Yecheng Jason Ma, Kan Xu, Hamsa Bastani, Osbert Bastani
- 01 Oct 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Regret Bounds for Risk-Sensitive Reinforcement Learning
Osbert Bastani, Yecheng Jason Ma, Estelle Shen, Wanqiao Xu
- Published: 31 Oct 2022, Last Modified: 11 Oct 2022
- NeurIPS 2022 Accept
- Readers: Everyone