Human-in-the-loop reinforcement learning with risk-aware intervention and imitation. - Yaqing Zhou; Yun-Bo Zhao; Chenwei Xu; Chen Ouyang; Pengfei Li 006 (Expert Syst. Appl., 2026)

A dual confidence evaluation-based shared control approach for human-machine collaboration. - Yaqing Zhou; Yun-Bo Zhao; Pengfei Li 006; Xia Tian; Shuyue Jiang; Yu Kang 001 (Neurocomputing, 2026)