Proximal Policy Optimization with Mixed Distributed Training. - Zhenyu Zhang 013; Xiangfeng Luo; Tong Liu; Shaorong Xie; Jianshu Wang; Wei Wang 296; Yang Li 151; Yan Peng 001 (ICTAI, 2019)

Proximal Policy Optimization with Mixed Distributed Training. - Zhenyu Zhang 013; Xiangfeng Luo; Shaorong Xie; Jianshu Wang; Wei Wang 296; Yang Li 151 (CoRR, 2019)

SEM: Adaptive Staged Experience Access Mechanism for Reinforcement Learning. - Jianshu Wang; Xinzhi Wang 001; Xiangfeng Luo; Zhenyu Zhang 013; Wei Wang 296; Yang Li 151 (ICTAI, 2020)

Single-Beat Measurement of Left Ventricular Contractility in Normothermic Ex Situ Perfused Porcine Hearts. - Weiping Xiao; Liming Xin; Shouwei Gao; Yan Peng 001; Jun Luo 006; Weiran Yao; Roberto Ribeiro; Zhibing Xu; Zhenyu Zhang 013; Yuanyuan Liu; Jianhui Li; Mitesh V. Badiwala; et al. (IEEE Trans. Biomed. Eng., 2020)

Learning adversarial policy in multiple scenes environment via multi-agent reinforcement learning. - Yang Li 151; Xinzhi Wang 001; Wei Wang 296; Zhenyu Zhang 013; Jianshu Wang; Xiangfeng Luo; Shaorong Xie (Connect. Sci., 2021)

SNSE: State Novelty Sampling Exploration. - Shaojie Li; Xiangfeng Luo; Zhenyu Zhang 013; Hang Yu 006; Shaorong Xie (CCIS, 2022)

Learning from Suboptimal Demonstration via Trajectory-Ranked Adversarial Imitation. - Luyao Chen; Shaorong Xie; Tao Pang; Hang Yu 006; Xiangfeng Luo; Zhenyu Zhang 013 (ICTAI, 2022)

Offline Reinforcement Learning via Policy Regularization and Ensemble Q-Functions. - Tao Wang 072; Shaorong Xie; Mingke Gao; Xue Chen; Zhenyu Zhang 013; Hang Yu 006 (ICTAI, 2022)

Multi-label disaster text classification via supervised contrastive learning for social media data. - Shaorong Xie; Chunning Hou; Hang Yu 006; Zhenyu Zhang 013; Xiangfeng Luo; Nengjun Zhu (Comput. Electr. Eng., 2022)

USVs-Sim: A general simulation platform for unmanned surface vessels autonomous learning. - Wei Wang 296; Han Zhang; Yang Li 151; Zhenyu Zhang 013; Xiangfeng Luo; Shaorong Xie (Concurr. Comput. Pract. Exp., 2022)

ET-HF: A novel information sharing model to improve multi-agent cooperation. - Shaorong Xie; Han Zhang; Hang Yu 006; Yang Li 151; Zhenyu Zhang 013; Xiangfeng Luo (Knowl. Based Syst., 2022)

Recurrent prediction model for partially observable MDPs. - Shaorong Xie; Zhenyu Zhang 013; Hang Yu 006; Xiangfeng Luo (Inf. Sci., 2023)

Web intelligence-enhanced unmanned aerial vehicle target search model based on reinforcement learning for cooperative tasks. - Mingke Gao; Zhenyu Zhang 013; Jinyuan Zhang; Shihao Tang; Han Zhang; Tao Pang (Int. J. Web Inf. Syst., 2024)

Hierarchical relationship modeling in multi-agent reinforcement learning for mixed cooperative-competitive environments. - Shaorong Xie; Yang Li 151; Xinzhi Wang 001; Han Zhang; Zhenyu Zhang 013; Xiangfeng Luo; Hang Yu 006 (Inf. Fusion, 2024)

Knowledge-guided communication preference learning model for multi-agent cooperation. - Han Zhang; Hang Yu 006; Xiaoming Wang; Mengke Wang; Zhenyu Zhang 013; Yang Li 151; Shaorong Xie; Xiangfeng Luo (Inf. Sci., 2024)

Concept Drift Adaptation by Exploiting Drift Type. - Jinpeng Li; Hang Yu 006; Zhenyu Zhang 013; Xiangfeng Luo; Shaorong Xie (ACM Trans. Knowl. Discov. Data, 2024)

STSR-Nav: Spatial-Temporal Scene Representation for Navigation Policy Learning Based on UAV-UGV Collaborative Perception. - Jie Liu; Shaorong Xie; Xiangfeng Luo; Xinzhi Wang 001; Zhenyu Zhang 013; Tao Wang 072 (CSCWD, 2025)

Spatial-temporal intention representation with multi-agent reinforcement learning for unmanned surface vehicles strategies learning in asset guarding task. - Yang Li 151; Shaorong Xie; Hang Yu 006; Han Zhang; Zhenyu Zhang 013; Xiangfeng Luo (Eng. Appl. Artif. Intell., 2025)

Zero-shot sim-to-real transfer using Siamese-Q-Based reinforcement learning. - Zhenyu Zhang 013; Shaorong Xie; Han Zhang; Xiangfeng Luo; Hang Yu 006 (Inf. Fusion, 2025)