| MARL Sim2real transfer: Merging physical reality with digital virtuality in metaverse H Shi, G Liu, K Zhang, Z Zhou, J Wang IEEE Transactions on Systems, Man, and Cybernetics: Systems 53 (4), 2107-2117, 2022 | 54 | 2022 |
| A robust mean-field actor-critic reinforcement learning against adversarial perturbations on agent states Z Zhou, G Liu, M Zhou IEEE Transactions on Neural Networks and Learning Systems, 2023 | 34 | 2023 |
| Multiagent Reinforcement Learning: Methods, Trustworthiness, Applications in Intelligent Vehicles, and Challenges Z Zhou, G Liu, Y Tang IEEE Transactions on Intelligent Vehicles, 2024 | 32* | 2024 |
| Robust multi-agent reinforcement learning method based on adversarial domain randomization for real-world dual-uav cooperation S Chen, G Liu, Z Zhou, K Zhang, J Wang IEEE Transactions on Intelligent Vehicles 9 (1), 1615-1627, 2023 | 22 | 2023 |
| Partially observable mean field multi-agent reinforcement learning based on graph attention network for UAV swarms M Yang, G Liu, Z Zhou, J Wang Drones 7 (7), 476, 2023 | 15 | 2023 |
| Robustness Testing for Multi-Agent Reinforcement Learning: State Perturbations on Critical Agents Z Zhou, G Liu 26th European Conference on Artificial Intelligence 372 (ECAI 2023), 3131-3139, 2023 | 14 | 2023 |
| Lightweight unmanned aerial vehicle video object detection based on spatial‐temporal correlation P Zhou, GJ Liu, J Wang, QL Weng, KW Zhang, ZY Zhou International Journal of Communication Systems 35 (17), e5334, 2022 | 13 | 2022 |
| Robust wind-resistant hovering control of quadrotor UAVs using deep reinforcement learning J Xue, Z Liu, G Liu, Z Zhou, K Zhang, Y Tang, J Wang IEEE Transactions on Intelligent Vehicles, 2023 | 10 | 2023 |
| Enhancing the robustness of QMIX against state-adversarial attacks W Guo, G Liu, Z Zhou, L Wang, J Wang Neurocomputing 572, 127191, 2024 | 8 | 2024 |
| Structural similarity preserving GAN for infrared and visible image fusion D Zhang, Y Zhou, J Zhao, Z Zhou, R Yao International Journal of Wavelets, Multiresolution and Information …, 2021 | 3 | 2021 |
| Probabilistic Automata-Based Method for Enhancing Performance of Deep Reinforcement Learning Systems M Yang, G Liu, Z Zhou, J Wang IEEE/CAA Journal of Automatica Sinica 11 (11), 2327-2339, 2024 | 1 | 2024 |
| Adversarial Attacks on Multiagent Deep Reinforcement Learning Models in Continuous Action Space Z Zhou, G Liu, W Guo, MC Zhou IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2024 | 1 | 2024 |
| 基于多尺度与注意力特征增强的遥感图像描述生成方法 赵佳琦， 王瀚正， 周勇， 张迪， 周子渊 计算机科学 48 (1), 190-196, 2021 | 1 | 2021 |
GuanJun LiuDepartment of Computer Sciences, Tongji UniversityПідтверджена електронна адреса в tongji.edu.cn