Wanqiao Xu

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Reinforcement Learning

Markov Decision Processes

Exploration Exploitation Tradeoff

Top Venues

Publications

Dilip Arumugam, Wanqiao Xu, Benjamin Van Roy
Exploration Unbound. CoRR (2024)
Wanqiao Xu, Shi Dong, Dilip Arumugam, Benjamin Van Roy
Shattering the Agent-Environment Interface for Fine-Tuning Inclusive Language Models. CoRR (2023)
Zheqing Zhu, Rodrigo de Salvo Braz, Jalaj Bhandari, Daniel Jiang, Yi Wan, Yonathan Efroni, Liyuan Wang, Ruiyang Xu, Hongbo Guo, Alex Nikulkov, Dmytro Korenkevych, Ürün Dogan, Frank Cheng, Zheng Wu, Wanqiao Xu
Pearl: A Production-ready Reinforcement Learning Agent. CoRR (2023)
Wanqiao Xu, Shi Dong, Xiuyuan Lu, Grace Lam, Zheng Wen, Benjamin Van Roy
RLHF and IIA: Perverse Incentives. CoRR (2023)
Wanqiao Xu, Yecheng Jason Ma, Kan Xu, Hamsa Bastani, Osbert Bastani
Uniformly Conservative Exploration in Reinforcement Learning. AISTATS (2023)
Osbert Bastani, Yecheng Jason Ma, Estelle Shen, Wanqiao Xu
Regret Bounds for Risk-Sensitive Reinforcement Learning. NeurIPS (2022)
Osbert Bastani, Yecheng Jason Ma, Estelle Shen, Wanqiao Xu
Regret Bounds for Risk-Sensitive Reinforcement Learning. CoRR (2022)
Wanqiao Xu, Shi Dong, Benjamin Van Roy
Posterior Sampling for Continuing Environments. CoRR (2022)
Wanqiao Xu, Kan Xu, Hamsa Bastani, Osbert Bastani
Safely Bridging Offline and Online Reinforcement Learning. CoRR (2021)