Wei Xiong

Publication Activity (10 Years)

Years Active: 2023-2023
Publications (10 Years): 8

Top Topics

Bayesian Models

Multi Armed Bandits

Reinforcement Learning

Function Approximation

Top Venues

IEEE Trans. Signal Process.

Publications

Zhihan Liu, Miao Lu, Wei Xiong, Han Zhong, Hao Hu, Shenao Zhang, Sirui Zheng, Zhuoran Yang, Zhaoran Wang
One Objective to Rule Them All: A Maximization Objective Fusing Estimation and Planning for Exploration. CoRR (2023)
Chengshuai Shi, Wei Xiong, Cong Shen, Jing Yang
Reward Teaching for Federated Multi-armed Bandits. ISIT (2023)
Chengshuai Shi, Wei Xiong, Cong Shen, Jing Yang
Reward Teaching for Federated Multi-armed Bandits. CoRR (2023)
Chengshuai Shi, Wei Xiong, Cong Shen, Jing Yang
Reward Teaching for Federated Multiarmed Bandits. IEEE Trans. Signal Process. 71 (2023)
Wei Xiong, Han Zhong, Chengshuai Shi, Cong Shen, Liwei Wang, Tong Zhang
Nearly Minimax Optimal Offline Reinforcement Learning with Linear Function Approximation: Single-Agent MDP and Markov Game. ICLR (2023)
Shizhe Diao, Rui Pan, Hanze Dong, Kashun Shum, Jipeng Zhang, Wei Xiong, Tong Zhang
LMFlow: An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. CoRR (2023)
Hanze Dong, Wei Xiong, Deepanshu Goyal, Yihan Zhang, Winnie Chow, Rui Pan, Shizhe Diao, Jipeng Zhang, Kashun Shum, Tong Zhang
RAFT: Reward rAnked FineTuning for Generative Foundation Model Alignment. Trans. Mach. Learn. Res. 2023 (2023)
Chengshuai Shi, Wei Xiong, Cong Shen, Jing Yang
Provably Efficient Offline Reinforcement Learning with Perturbed Data Sources. ICML (2023)