A Distributed Multi-Agent Dynamic Area Coverage Algorithm Based on Reinforcement Learning. - Jian Xiao 006; Gang Wang 020; Ying Zhang 046; Lei Cheng (IEEE Access, 2020)

Reinforcement Learning Based Efficiency Optimization Scheme for the DAB DC-DC Converter With Triple-Phase-Shift Modulation. - Yuanhong Tang; Weihao Hu; Jian Xiao 006; Zhangyong Chen; Qi Huang 001; Zhe Chen 007; Frede Blaabjerg (IEEE Trans. Ind. Electron., 2021)

An agent motion model construction method based on sequential attention neural network. - Jian Xiao 006; Zhuoran Wang; Yaoting Wang; Yuanjiang Zou; Honyu Jia; Guohui Yuan (AI2A, 2023)

Graph attention mechanism based reinforcement learning for multi-agent flocking control in communication-restricted environment. - Jian Xiao 006; Guohui Yuan; Jinhui He; Kai Fang 001; Zhuoran Wang (Inf. Sci., 2023)

A multi-agent flocking collaborative control method for stochastic dynamic environment via graph attention autoencoder based reinforcement learning. - Jian Xiao 006; Guohui Yuan; Zhuoran Wang (Neurocomputing, 2023)

A graph neural network based deep reinforcement learning algorithm for multi-agent leader-follower flocking. - Jian Xiao 006; Zhuoran Wang; Jinhui He; Guohui Yuan (Inf. Sci., 2023)

A deep reinforcement learning based distributed multi-UAV dynamic area coverage algorithm for complex environment. - Jian Xiao 006; Guohui Yuan; Yuxi Xue; Jinhui He; Yaoting Wang; Yuanjiang Zou; Zhuoran Wang (Neurocomputing, 2024)

Multi-agent cooperative area coverage: A two-stage planning approach based on reinforcement learning. - Guohui Yuan; Jian Xiao 006; Jinhui He; Honyu Jia; Yaoting Wang; Zhuoran Wang (Inf. Sci., 2024)

A Model Learning Based Multiagent Flocking Collaborative Control Method for Stochastic Communication Environment. - Jian Xiao 006; Chongjun Huang; Guohui Yuan; Yaoting Wang; Honyu Jia; Zhuoran Wang (IEEE Trans. Ind. Informatics, 2024)

Distributed multi-agent reinforcement learning via interactive relationship construction and behavior prediction for confrontation scenario. - Jian Xiao 006; Guohui Yuan; Zhuoran Wang (Expert Syst. Appl., 2026)