Serotonin and dopamine systems: Internal areas and sequential tasks. - Dongshu Wang; Yihai Duan; Juyang Weng (IJCNN, 2014)

Environment exploration and map building of mobile robot in unknown environment. - Dongshu Wang; Yihai Duan; Jia Wang (Int. J. Simul. Process. Model., 2015)

Natural Language Acquisition: State Inferring and Thinking. - Dongshu Wang; Yihai Duan (Int. J. Artif. Intell. Tools, 2016)

Motivated Optimal Developmental Learning for Sequential Tasks Without Using Rigid Time-Discounts. - Dongshu Wang; Yihai Duan; Juyang Weng (IEEE Trans. Neural Networks Learn. Syst., 2018)

KoGuN: Accelerating Deep Reinforcement Learning via Integrating Human Suboptimal Knowledge. - Peng Zhang; Jianye Hao; Weixun Wang; Hongyao Tang; Yi Ma 005; Yihai Duan; Yan Zheng 002 (IJCAI, 2020)

Falsification of Cyber-Physical Systems Using Deep Reinforcement Learning. - Yoriyuki Yamagata; Shuang Liu 007; Takumi Akazaki; Yihai Duan; Jianye Hao (IEEE Trans. Software Eng., 2021)

Log Anomaly Detection Based on Bi-LSTM Feature Extraction. - Yue Zhang; Dong Zhang; Feng Guo; Xiaotong Wang; Yihai Duan; Xiaonan Zhang (DSIT, 2022)

DSFNet: Learning Disentangled Scenario Factorization for Multi-Scenario Route Ranking. - Jiahao Yu 002; Yihai Duan; Longfei Xu; Chao Chen; Shuliang Liu; Li Chen 031; Kaikui Liu; Fan Yang; Ning Guo (CoRR, 2024)

DSFNet: Learning Disentangled Scenario Factorization for Multi-Scenario Route Ranking. - Jiahao Yu 002; Yihai Duan; Longfei Xu; Chao Chen; Shuliang Liu; Kaikui Liu; Fan Yang; Xiangxiang Chu; Ning Guo (WWW (Companion Volume), 2025)

Behavioral Decision-Making of Mobile Robots Simulating the Functions of Cerebellum, Basal Ganglia, and Hippocampus. - Dongshu Wang; Qi Liu; Yihai Duan (IEEE Trans. Artif. Intell., 2025)