Mastering Atari Games with Limited Data. - Weirui Ye; Shaohuai Liu; Thanard Kurutach; Pieter Abbeel; Yang Gao 029 (NeurIPS, 2021)

SpeedyZero: Mastering Atari with Limited Data and Time. - Yixuan Mei; Jiaxuan Gao; Weirui Ye; Shaohuai Liu; Yang Gao 029; Yi Wu 013 (ICLR, 2023)

Real-time scheduling of renewable power systems through planning-based reinforcement learning. - Shaohuai Liu; Jinbo Liu; Weirui Ye; Nan Yang; Guanglun Zhang; Haiwang Zhong; Chongqing Kang; Qirong Jiang; Xuri Song; Fangchun Di; Yang Gao 029 (CoRR, 2023)

EfficientZero V2: Mastering Discrete and Continuous Control with Limited Data. - Shengjie Wang; Shaohuai Liu; Weirui Ye; Jiacheng You; Yang Gao 029 (ICML, 2024)

Unlocking Multi-Task Electric Energy System Intelligence: Data Scaling Laws and Performance with Limited Fine-Tuning. - Shaohuai Liu; Lin Dong; Chao Tian; Le Xie (CoRR, 2025)

Fréchet Power-Scenario Distance: A Metric for Evaluating Generative AI Models across Multiple Time-Scales in Smart Grids. - Yuting Cai; Shaohuai Liu; Chao Tian; Le Xie (CoRR, 2025)