Experience Augmentation: Boosting and Accelerating Off-Policy Multi-Agent Reinforcement Learning. - Zhenhui Ye; Yining Chen 002; Guanghua Song; Bowei Yang; Sheng Fan (CoRR, 2020)

A traffic-aware Q-network enhanced routing protocol based on GPSR for unmanned aerial vehicle ad-hoc networks. - Yining Chen 002; Niqi Lyu; Guanghua Song; Bowei Yang; Xiao-hong Jiang 002 (Frontiers Inf. Technol. Electron. Eng., 2020)

Improving sample efficiency in Multi-Agent Actor-Critic methods. - Zhenhui Ye; Yining Chen 002; Xiaohong Jiang 002; Guanghua Song; Bowei Yang; Sheng Fan (Appl. Intell., 2022)

Entropy Enhanced Multi-Agent Coordination Based on Hierarchical Graph Learning for Continuous Action Space. - Yining Chen 002; Ke Wang; Guanghua Song; Xiaohong Jiang 002 (CoRR, 2022)

Scalable and Transferable Reinforcement Learning for Multi-Agent Mixed Cooperative-Competitive Environments Based on Hierarchical Graph Attention. - Yining Chen 002; Guanghua Song; Zhenhui Ye; Xiaohong Jiang 002 (Entropy, 2022)

Soft-HGRNs: soft hierarchical graph recurrent networks for multi-agent partially observable environments. - Yixiang Ren; Zhenhui Ye; Yining Chen 002; Xiaohong Jiang 002; Guanghua Song (Frontiers Inf. Technol. Electron. Eng., 2023)

Erratum to: Soft-HGRNs: soft hierarchical graph recurrent networks for multi-agent partially observable environments. - Yixiang Ren; Zhenhui Ye; Yining Chen 002; Xiaohong Jiang 002; Guanghua Song (Frontiers Inf. Technol. Electron. Eng., 2023)

Multi-UAV Navigation for Partially Observable Communication Coverage by Graph Reinforcement Learning. - Zhenhui Ye; Ke Wang; Yining Chen 002; Xiaohong Jiang 002; Guanghua Song (IEEE Trans. Mob. Comput., 2023)

Entropy Enhanced Multiagent Coordination Based on Hierarchical Graph Learning for Continuous Action Space. - Yining Chen 002; Ke Wang; Guanghua Song; Xiaohong Jiang 002 (IEEE Trans. Cogn. Dev. Syst., 2024)