Consistent epistemic planning for multiagent deep reinforcement learning. - Peiliang Wu; Shicheng Luo; Liqiang Tian; Bingyi Mao; Wenbai Chen (Int. J. Mach. Learn. Cybern., 2024)

MARRGM: Learning Framework for Multi-Agent Reinforcement Learning via Reinforcement Recommendation and Group Modification. - Peiliang Wu; Liqiang Tian; Qian Zhang; Bingyi Mao; Wenbai Chen (IEEE Robotics Autom. Lett., 2024)

MACMPE: Exploration Framework for Multi-agent Reinforcement Learning via Causal Episodic Memory and Potential Evolution. - Liqiang Tian; Peiliang Wu; Qian Zhang; Bingyi Mao; Wenbai Chen (ICIC (12), 2025)