Mastering Continual Reinforcement Learning through Fine-Grained Sparse Network Allocation and Dormant Neuron Exploration. - Chengqi Zheng; Haiyan Yin; Jianda Chen; Terence Ng; Yew-Soon Ong; Ivor W. Tsang (CoRR, 2025)

MermaidFlow: Redefining Agentic Workflow Generation via Safety-Constrained Evolutionary Programming. - Chengqi Zheng; Jianda Chen; Yueming Lyu; Wen Zheng Terence Ng; Haopeng Zhang 005; Yew-Soon Ong; Ivor W. Tsang; Haiyan Yin (CoRR, 2025)