Divergence-Regularized Multi-Agent Actor-Critic. - Kefan Su; Zongqing Lu 002 (ICML, 2022)

MA2QL: A Minimalist Approach to Fully Decentralized Multi-Agent Reinforcement Learning. - Kefan Su; Siyuan Zhou; Chuang Gan 001; Xiangjun Wang; Zongqing Lu 002 (CoRR, 2022)

Multi-Agent Sequential Decision-Making via Communication. - Ziluo Ding; Kefan Su; Weixin Hong; Liwen Zhu 003; Tiejun Huang 001; Zongqing Lu 002 (CoRR, 2022)

Decentralized Policy Optimization. - Kefan Su; Zongqing Lu 002 (CoRR, 2022)

Multi-Agent Automated Machine Learning. - Zhaozhi Wang; Kefan Su; Jian Zhang; Huizhu Jia; Qixiang Ye; Xiaodong Xie; Zongqing Lu 002 (CVPR, 2023)

Multi-Agent Alternate Q-Learning. - Kefan Su; Siyuan Zhou; Jiechuan Jiang; Chuang Gan 001; Xiangjun Wang; Zongqing Lu 002 (AAMAS, 2024)

Multi-Agent Coordination via Multi-Level Communication. - Gang Ding; Zeyuan Liu; Zhirui Fang; Kefan Su; Liwen Zhu 003; Zongqing Lu 002 (NeurIPS, 2024)

AuctionNet: A Novel Benchmark for Decision-Making in Large-Scale Games. - Kefan Su; Yusen Huo; Zhilin Zhang 003; Shuai Dou; Chuan Yu; Jian Xu 015; Zongqing Lu 002; Bo Zheng 007 (NeurIPS, 2024)

Fully Decentralized Cooperative Multi-Agent Reinforcement Learning: A Survey. - Jiechuan Jiang; Kefan Su; Zongqing Lu 002 (CoRR, 2024)

A Fully Decentralized Surrogate for Multi-Agent Policy Optimization. - Kefan Su; Zongqing Lu 002 (Trans. Mach. Learn. Res., 2024)

f-Divergence Policy Optimization in Fully Decentralized Cooperative MARL. - Kefan Su; Zongqing Lu 002 (Trans. Mach. Learn. Res., 2025)

CORD: Generalizable Cooperation via Role Diversity. - Kanefumi Matsuyama; Kefan Su; Jiangxing Wang; Deheng Ye; Zongqing Lu 002 (CoRR, 2025)