Integrating reinforcement learning and supervisory control theory for optimal directed control of discrete-event systems. - Yuhong Hu; Deguang Wang; Ming Yang; Jiahan He (Neurocomputing, 2025)

Sensor activation policy optimization for K-diagnosability based on multi-agent reinforcement learning. - Deguang Wang; Jiahan He; Xi Wang 015; Zhiwu Li 001 (Inf. Sci., 2025)