A model-based reinforcement learning method based on conditional generative adversarial networks. - Tingting Zhao 001; Ying Wang; Guixi Li; Le Kong; Yarui Chen; Yuan Wang 021; Ning Xie 003; Jucheng Yang 001 (Pattern Recognit. Lett., 2021)

Multivariate Time Series Anomaly Detection Method Based on mTranAD. - Chuanlei Zhang; Yicong Li 009; Jie Li; Guixi Li; Hui Ma (ICIC (4), 2023)

A multi-scenario text generation method based on meta reinforcement learning. - Tingting Zhao 001; Guixi Li; Yajing Song; Yuan Wang 021; Yarui Chen; Jucheng Yang 001 (Pattern Recognit. Lett., 2023)

Learning explainable task-relevant state representation for model-free deep reinforcement learning. - Tingting Zhao 001; Guixi Li; Tuo Zhao; Yarui Chen; Ning Xie 003; Gang Niu 001; Masashi Sugiyama (Neural Networks, 2024)