Knowledge transfer from simple to complex: A safe and efficient reinforcement learning framework for autonomous driving decision-making. - Rongliang Zhou; Jiakun Huang; Mingjun Li; Hepeng Li; Haotian Cao; Xiaolin Song (Adv. Eng. Informatics, 2025)

Hybrid lane change strategy of autonomous vehicles based on SOAR cognitive architecture and deep reinforcement learning. - Rongliang Zhou; Haotian Cao; Jiakun Huang; Xiaolin Song; Jing Huang 015; Zhi Huang (Neurocomputing, 2025)