| 2025 | AAAI | Acting Beyond Learning: Imagination-Assisted Decision-Making in the Visual-based Multi-Agent Cooperative Scenarios. | Huanhuan Yang, Dianxi Shi, Songchang Jin, Guojun Xie, Yang Chen, Chunping Qiu, Shaowu Yang |
| 2025 | ICASSP | Multi-Agent Hierarchical Graph Attention Actor-Critic Reinforcement Learning. | Tongyue Li, Dianxi Shi, Songchang Jin, Zhen Wang, Huanhuan Yang, Yang Chen |
| 2024 | IJCNN | SVR-AVT: Scale Variation Robust Active Visual Tracking. | Zhang Biao, Songchang Jin, Qianying Ouyang, Huanhuan Yang, Yuxi Zheng, Chunlian Fu, Dianxi Shi |
| 2024 | IJCNN | Improved Communication and Collision-Avoidance in Dynamic Multi-Agent Path Finding. | Jing Xie, Yongjun Zhang, Qianying Ouyang, Huanhuan Yang, Fang Dong, Dianxi Shi, Songchang Jin |
| 2023 | ACML | Faster Target Encirclement with Utilization of Obstacles via Multi-Agent Reinforcement Learning. | Yuxi Zheng, Yongjun Zhang, Chenran Zhao, Huanhuan Yang, Tongyue Li, Qianying Ouyang, Ying Chen |
| 2022 | SMC | Independent Multi-agent Reinforcement Learning Using Common Knowledge. | Haomeng Hu, Dianxi Shi, Huanhuan Yang, Yingxuan Peng, Yating Zhou, Shaowu Yang |
| 2022 | UAI | Self-supervised representations for multi-view reinforcement learning. | Huanhuan Yang, Dianxi Shi, Guojun Xie, Yingxuan Peng, Yi Zhang, Yantai Yang, Shaowu Yang |
| 2021 | ACML | ContriQ: Ally-Focused Cooperation and Enemy-Concentrated Confrontation in Multi-Agent Reinforcement Learning. | Chenran Zhao, Dianxi Shi, Yaowen Zhang, Huanhuan Yang, Shaowu Yang, Yongjun Zhang |
| 2021 | CIKM | CIExplore: Curiosity and Influence-based Exploration in Multi-Agent Cooperative Scenarios with Sparse Rewards. | Huanhuan Yang, Dianxi Shi, Chenran Zhao, Guojun Xie, Shaowu Yang |