Credible Sample Elicitation by Deep Learning, for Deep Learning. - Yang Liu 018; Zuyue Fu; Zhuoran Yang; Zhaoran Wang 001 (CoRR, 2019)

Actor-Critic Provably Finds Nash Equilibria of Linear-Quadratic Mean-Field Games. - Zuyue Fu; Zhuoran Yang; Yongxin Chen; Zhaoran Wang 001 (ICLR, 2020)

Sample Elicitation. - Jiaheng Wei; Zuyue Fu; Yang Liu 018; Xingyu Li; Zhuoran Yang; Zhaoran Wang 001 (AISTATS, 2021)

Single-Timescale Actor-Critic Provably Finds Globally Optimal Policy. - Zuyue Fu; Zhuoran Yang; Zhaoran Wang 001 (ICLR, 2021)

Decentralized Single-Timescale Actor-Critic on Zero-Sum Two-Player Stochastic Games. - Hongyi Guo; Zuyue Fu; Zhuoran Yang; Zhaoran Wang 001 (ICML, 2021)

Instrumental Variable Value Iteration for Causal Offline Reinforcement Learning. - Luofeng Liao; Zuyue Fu; Zhuoran Yang; Mladen Kolar; Zhaoran Wang 001 (CoRR, 2021)

Provably Efficient Generative Adversarial Imitation Learning for Online and Offline Setting with Linear Function Approximation. - Zhihan Liu; Yufeng Zhang 007; Zuyue Fu; Zhuoran Yang; Zhaoran Wang 001 (CoRR, 2021)

SCORE: Spurious COrrelation REduction for Offline Reinforcement Learning. - Zhihong Deng 002; Zuyue Fu; Lingxiao Wang 003; Zhuoran Yang; Chenjia Bai; Zhaoran Wang 001; Jing Jiang 002 (CoRR, 2021)

Learning from Demonstration: Provably Efficient Adversarial Policy Imitation with Linear Function Approximation. - Zhihan Liu; Yufeng Zhang 007; Zuyue Fu; Zhuoran Yang; Zhaoran Wang 001 (ICML, 2022)

Offline Reinforcement Learning with Instrumental Variables in Confounded Markov Decision Processes. - Zuyue Fu; Zhengling Qi; Zhaoran Wang 001; Zhuoran Yang; Yanxun Xu; Michael R. Kosorok (CoRR, 2022)

Offline Reinforcement Learning for Human-Guided Human-Machine Interaction with Private Information. - Zuyue Fu; Zhengling Qi; Zhuoran Yang; Zhaoran Wang 001; Lan Wang (CoRR, 2022)

Optimistic Exploration with Learned Features Provably Solves Markov Decision Processes with Neural Dynamics. - Sirui Zheng; Lingxiao Wang 003; Shuang Qiu; Zuyue Fu; Zhuoran Yang; Csaba Szepesvári; Zhaoran Wang 001 (ICLR, 2023)

False Correlation Reduction for Offline Reinforcement Learning. - Zhihong Deng 002; Zuyue Fu; Lingxiao Wang 003; Zhuoran Yang; Chenjia Bai; Tianyi Zhou 001; Zhaoran Wang 001; Jing Jiang 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)