Zheng Wen

Publication Activity (10 Years)

Years Active: 2023-2023
Publications (10 Years): 7

Top Topics

Online Learning

Top Venues

Found. Trends Mach. Learn.

Publications

Ian Osband, Zheng Wen, Seyed Mohammad Asghari, Vikranth Dwaracherla, Morteza Ibrahimi, Xiuyuan Lu, Benjamin Van Roy
Approximate Thompson Sampling via Epistemic Neural Networks. UAI (2023)
Dengwang Tang, Rahul Jain, Botao Hao, Zheng Wen
Efficient Online Learning with Offline Datasets for Infinite Horizon MDPs: A Bayesian Approach. CoRR (2023)
Ian Osband, Zheng Wen, Seyed Mohammad Asghari, Vikranth Dwaracherla, Morteza Ibrahimi, Xiuyuan Lu, Benjamin Van Roy
Epistemic Neural Networks. NeurIPS (2023)
Botao Hao, Rahul Jain, Dengwang Tang, Zheng Wen
Bridging Imitation and Online Reinforcement Learning: An Optimistic Tale. Trans. Mach. Learn. Res. 2023 (2023)
Botao Hao, Rahul Jain, Tor Lattimore, Benjamin Van Roy, Zheng Wen
Leveraging Demonstrations to Improve Online Learning: Quality Matters. ICML (2023)
Wanqiao Xu, Shi Dong, Xiuyuan Lu, Grace Lam, Zheng Wen, Benjamin Van Roy
RLHF and IIA: Perverse Incentives. CoRR (2023)
Xiuyuan Lu, Benjamin Van Roy, Vikranth Dwaracherla, Morteza Ibrahimi, Ian Osband, Zheng Wen
Reinforcement Learning, Bit by Bit. Found. Trends Mach. Learn. 16 (6) (2023)