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)

Cooperative Multi-Agent Reinforcement Learning with Hierarchical Relation Graph under Partial Observability. - Yang Li 151; Xinzhi Wang 001; Jianshu Wang; Wei Wang 296; Xiangfeng Luo; Shaorong Xie (ICTAI, 2020)

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)

Learning Heterogeneous Strategies via Graph-based Multi-agent Reinforcement Learning. - Yang Li 151; Xiangfeng Luo; Shaorong Xie (ICTAI, 2021)

Unmanned surface vessel obstacle avoidance with prior knowledge-based reward shaping. - Wei Wang 296; Xiangfeng Luo; Yang Li 151; Shaorong Xie (Concurr. Comput. Pract. Exp., 2021)

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)

Fully Parameterized Dueling Mixing Distributional Q-Leaning for Multi-Agent Cooperation. - Qianhui Wang; Xinzhi Wang 001; Mingke Gao; Xiangfeng Luo; Yang Li 151; Han Zhang (ICTAI, 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)

HCTA: Hierarchical Cooperative Task Allocation in Multi-Agent Reinforcement Learning. - Mengke Wang; Shaorong Xie; Xiangfeng Luo; Yang Li 151; Han Zhang; Hang Yu 006 (ICTAI, 2023)

FormalGeo: The First Step Toward Human-like IMO-level Geometric Automated Reasoning. - Xiaokai Zhang; Na Zhu; Yiming He; Jia Zou 004; Qike Huang; Xiaoxiao Jin; Yanjun Guo; Chenyang Mao; Zhe Zhu; Dengfeng Yue; Fangzhen Zhu; Yang Li 151; et al. (CoRR, 2023)

FGeo-HyperGNet: Geometry Problem Solving Integrating Formal Symbolic System and Hypergraph Neural Network. - Xiaokai Zhang; Na Zhu; Yiming He; Jia Zou 004; Cheng Qin; Yang Li 151; Zhenbing Zeng; Tuo Leng (CoRR, 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)

FGeo-SSS: A Search-Based Symbolic Solver for Human-like Automated Geometric Reasoning. - Xiaokai Zhang; Na Zhu; Yiming He; Jia Zou 004; Cheng Qin; Yang Li 151; Tuo Leng (Symmetry, 2024)

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)