Prioritized Tasks Mining for Multi-Task Cooperative Multi-Agent Reinforcement Learning. - Yang Yu 056; Qiyue Yin; Junge Zhang; Kaiqi Huang (AAMAS, 2023)

Improve the efficiency of deep reinforcement learning through semantic exploration guided by natural language. - Zhourui Guo; Meng Yao; Yang Yu 056; Qiyue Yin (CSAI, 2023)

Underexplored Subspace Mining for Sparse-Reward Cooperative Multi-Agent Reinforcement Learning. - Yang Yu 056; Qiyue Yin; Junge Zhang; Hao Chen 103; Kaiqi Huang (IJCNN, 2023)

ADMN: Agent-Driven Modular Network for Dynamic Parameter Sharing in Cooperative Multi-Agent Reinforcement Learning. - Yang Yu 056; Qiyue Yin; Junge Zhang; Pei Xu; Kaiqi Huang (IJCAI, 2024)

Relation-Aware Learning for Multitask Multiagent Cooperative Games. - Yang Yu 056; Likun Yang; Zhourui Guo; Yongjian Ren; Qiyue Yin; Junge Zhang; Kaiqi Huang (IEEE Trans. Games, 2025)

LLM Data Selection and Utilization via Dynamic Bi-level Optimization. - Yang Yu 056; Kai Han 002; Hang Zhou; Yehui Tang; Kaiqi Huang; Yunhe Wang 001; Dacheng Tao (CoRR, 2025)