A new asynchronous reinforcement learning algorithm based on improved parallel PSO. - Shifei Ding; Wei Du 010; Xingyu Zhao 002; Lijuan Wang; Weikuan Jia (Appl. Intell., 2019)

多智能体强化学习综述 (Overview on Multi-agent Reinforcement Learning). - Wei Du 010; Shifei Ding (计算机科学, 2019)

A survey on multi-agent deep reinforcement learning: from the perspective of challenges and applications. - Wei Du 010; Shifei Ding (Artif. Intell. Rev., 2021)

Modified action decoder using Bayesian reasoning for multi-agent deep reinforcement learning. - Wei Du 010; Shifei Ding; Chenglong Zhang 001; Shuying Du (Int. J. Mach. Learn. Cybern., 2021)

A novel dense capsule network based on dense capsule layers. - Guangcong Sun; Shifei Ding; Tongfeng Sun; Chenglong Zhang 001; Wei Du 010 (Appl. Intell., 2022)

Value function factorization with dynamic weighting for deep multi-agent reinforcement learning. - Wei Du 010; Shifei Ding; Lili Guo; Jian Zhang 019; Chenglong Zhang 001; Ling Ding 001 (Inf. Sci., 2022)

Broad stochastic configuration network for regression. - Chenglong Zhang 001; Shifei Ding; Wei Du 010 (Knowl. Based Syst., 2022)

Heterogeneous Multi-Agent Communication Learning via Graph Information Maximization. - Wei Du 010; Shifei Ding (SEKE, 2023)

Density peaks clustering algorithm based on improved similarity and allocation strategy. - Shifei Ding; Wei Du 010; Chao Li; Xiao Xu 006; Lijuan Wang; Ling Ding 001 (Int. J. Mach. Learn. Cybern., 2023)

An improved density peaks clustering algorithm based on natural neighbor with a merging strategy. - Shifei Ding; Wei Du 010; Xiao Xu 006; Tianhao Shi; Yanru Wang; Chao Li (Inf. Sci., 2023)

Multi-agent dueling Q-learning with mean field and value decomposition. - Shifei Ding; Wei Du 010; Ling Ding 001; Lili Guo; Jian Zhang 019; Bo An 001 (Pattern Recognit., 2023)

Multiagent Reinforcement Learning With Heterogeneous Graph Attention Network. - Wei Du 010; Shifei Ding; Chenglong Zhang 001; Zhongzhi Shi (IEEE Trans. Neural Networks Learn. Syst., 2023)

Learning Efficient and Robust Multi-Agent Communication via Graph Information Bottleneck. - Shifei Ding; Wei Du 010; Ling Ding 001; Lili Guo; Jian Zhang 019 (AAAI, 2024)

Expressive Multi-Agent Communication via Identity-Aware Learning. - Wei Du 010; Shifei Ding; Lili Guo; Jian Zhang 019; Ling Ding 001 (AAAI, 2024)

Better value estimation in Q-learning-based multi-agent reinforcement learning. - Ling Ding 001; Wei Du 010; Jian Zhang 019; Lili Guo; Chenglong Zhang 001; Di Jin 001; Shifei Ding (Soft Comput., 2024)

Robust Multi-Agent Communication With Graph Information Bottleneck Optimization. - Shifei Ding; Wei Du 010; Ling Ding 001; Jian Zhang 019; Lili Guo; Bo An 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Multi-Agent policy gradients with dynamic weighted value decomposition. - Shifei Ding; Xiaomin Dong; Jian Zhang 019; Lili Guo; Wei Du 010; Chenglong Zhang 001 (Pattern Recognit., 2025)

Learning multi-agent communication via graph contrastive learning. - Wei Du 010; Zhengfan Chen; Shifei Ding; Chenglong Zhang 001; Wei Guo 017; Yuqing Sun; Guoxian Yu; Lizhen Cui (Pattern Recognit., 2026)