| Cooperative USV–UAV marine search and rescue with visual navigation and reinforcement learning-based control Y Wang, W Liu, J Liu, C Sun ISA transactions 137, 222-235, 2023 | 91 | 2023 |
| Reinforcement learning with task decomposition for cooperative multiagent systems C Sun, W Liu, L Dong IEEE Transactions on Neural Networks and Learning Systems 32 (5), 2054-2065, 2021 | 81 | 2021 |
| Model-based reinforcement learning via proximal policy optimization Y Sun, X Yuan, W Liu, C Sun 2019 Chinese Automation Congress (CAC), 4736-4740, 2019 | 28 | 2019 |
| Efficient exploration for multi-agent reinforcement learning via transferable successor features W Liu, L Dong, D Niu, C Sun IEEE/CAA Journal of Automatica Sinica 9 (9), 1673-1686, 2022 | 16 | 2022 |
| A broad neural network structure for class incremental learning W Liu, H Yang, Y Sun, C Sun Advances in Neural Networks–ISNN 2018: 15th International Symposium on …, 2018 | 8 | 2018 |
| Credit assignment in heterogeneous multi-agent reinforcement learning for fully cooperative tasks K Jiang, W Liu, Y Wang, L Dong, C Sun Applied Intelligence, 1-18, 2023 | 7 | 2023 |
| Knowledge transfer in multi-agent reinforcement learning with incremental number of agents W Liu, L Dong, J Liu, C Sun Journal of systems engineering and electronics 33 (2), 447-460, 2022 | 5 | 2022 |
| XUANCE: A comprehensive and unified deep reinforcement learning library W Liu, W Cai, K Jiang, G Cheng, Y Wang, J Wang, J Cao, L Xu, C Mu, ... arXiv preprint arXiv:2312.16248, 2023 | 4 | 2023 |
| Underwater Target Capture based on Heterogeneous Unmanned System Collaboration X Cao, W Liu, L Ren IEEE Transactions on Intelligent Vehicles, 2024 | 3 | 2024 |
| Causality in reinforcement learning control: The state of the art and prospects YW Sun, WZ Liu, CY Sun Acta Automatica Sinica 49 (3), 661-677, 2023 | 3* | 2023 |
| Discovering Latent Variables for the Tasks With Confounders in Multi-Agent Reinforcement Learning K Jiang, W Liu, Y Wang, L Dong, C Sun IEEE/CAA Journal of Automatica Sinica 11 (7), 1591-1604, 2024 | 2 | 2024 |
| Intrinsic plasticity coding improved spiking actor network for reinforcement learning X Liang, Q Wu, W Liu, Y Zhou, C Tan, H Yin, C Sun Neural Networks 184, 107054, 2025 | | 2025 |
| Reducing Action Space for Deep Reinforcement Learning via Causal Effect Estimation W Liu, L Jin, L Ren, C Mu, C Sun arXiv preprint arXiv:2501.14543, 2025 | | 2025 |
| Learning to Control Inverted Pendulum on Surface with Free Angles Through Policy Distillation B Shu, W Yao, J Lu, W Liu 2024 China Automation Congress (CAC), 2750-2755, 2024 | | 2024 |
| Deep reinforcement learning intelligent decision-making platform based on unified artificial intelligence framework C Sun, LIU Wenzhang, MU Chaoxu, L Ren, SHI Zhuoran US Patent App. 18/747,561, 2024 | | 2024 |
| AUV Collision Avoidance Strategy based on Fuzzy Reinforcement Learning X Cao, J Peng, W Liu, L Ren, C Sun IEEE Transactions on Intelligent Vehicles, 2024 | | 2024 |
| Embodied cognitive intelligence framework of unmanned autonomous systems C SUN, C MU, W LIU, X WANG Science & Technology Review 42 (12), 157-166, 2024 | | 2024 |
Lu DongSoutheast UniversityAdresse e-mail validée de seu.edu.cn
