Shapley-Optimized Reinforcement Learning for Human-Machine Collaboration Policy. - Jie Zhang; Yiqun Niu; Wei He; Cheng Jin; Chongjun Wang (DASFAA (2), 2024)

Regret Optimization Experience Replay in Off-Policy Reinforcement Learning. - Jie Zhang; Yirong Yao; Wei He; Yiqun Niu; Chongjun Wang (ICASSP, 2025)

Memory-Enhanced Cognitive Planning: A Framework for Improving Long-Term Planning in LLMs. - Yiqun Niu; Zhongheng Wu; Chongjun Wang (ICIC (10), 2025)