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Ziyuan Zhou
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2020 – today
- 2024
- [j11]Min Yang
, Guanjun Liu
Probabilistic Automata-Based Method for Enhancing Performance of Deep Reinforcement Learning Systems. IEEE CAA J. Autom. Sinica 11(11): 2327-2339 (2024) - [j10]Weiran Guo, Guanjun Liu
Enhancing the robustness of QMIX against state-adversarial attacks. Neurocomputing 572: 127191 (2024) - [j9]Qi Hong, Zhiming Liu, Qiang Long, Hao Tong, Tianxu Zhang, Xiaowen Zhu, Yunong Zhao, Hua Ru, Yuxing Zha, Ziyuan Zhou, Jiashun Wu, Hongtao Tan, Weiqiang Hong, Yaohua Xu, Xiaohui Guo
A reconfigurable multi-precision quantization-aware nonlinear activation function hardware module for DNNs. Microelectron. J. 151: 106346 (2024) - [j8]Shutong Chen
Robust Multi-Agent Reinforcement Learning Method Based on Adversarial Domain Randomization for Real-World Dual-UAV Cooperation. IEEE Trans. Intell. Veh. 9(1): 1615-1627 (2024) - [j7]Ziyuan Zhou
A Robust Mean-Field Actor-Critic Reinforcement Learning Against Adversarial Perturbations on Agent States. IEEE Trans. Neural Networks Learn. Syst. 35(10): 14370-14381 (2024) - 2023
- [j6]Haoran Shi
MARL Sim2real Transfer: Merging Physical Reality With Digital Virtuality in Metaverse. IEEE Trans. Syst. Man Cybern. Syst. 53(4): 2107-2117 (2023) - [c3]Ziyuan Zhou
Robustness Testing for Multi-Agent Reinforcement Learning: State Perturbations on Critical Agents. ECAI 2023: 3131-3139 - [i5]Min Yang, Guanjun Liu, Ziyuan Zhou:
Partially Observable Mean Field Multi-Agent Reinforcement Learning Based on Graph-Attention. CoRR abs/2304.12653 (2023) - [i4]Ziyuan Zhou, Guanjun Liu, Ying Tang:
Multi-Agent Reinforcement Learning: Methods, Applications, Visionary Prospects, and Challenges. CoRR abs/2305.10091 (2023) - [i3]Ziyuan Zhou, Guanjun Liu:
Robustness Testing for Multi-Agent Reinforcement Learning: State Perturbations on Critical Agents. CoRR abs/2306.06136 (2023) - [i2]Weiran Guo, Guanjun Liu, Ziyuan Zhou, Ling Wang, Jiacun Wang:
Enhancing the Robustness of QMIX against State-adversarial Attacks. CoRR abs/2307.00907 (2023) - 2022
- [j5]Pei Zhou
Lightweight unmanned aerial vehicle video object detection based on spatial-temporal correlation. Int. J. Commun. Syst. 35(17) (2022) - [i1]Ziyuan Zhou, Guanjun Liu:
RoMFAC: A Robust Mean-Field Actor-Critic Reinforcement Learning against Adversarial Perturbations on States. CoRR abs/2205.07229 (2022) - 2021
- [j4]Di Zhang, Yong Zhou, Jiaqi Zhao, Ziyuan Zhou, Rui Yao:
Structural similarity preserving GAN for infrared and visible image fusion. Int. J. Wavelets Multiresolution Inf. Process. 19(1): 2050063:1-2050063:17 (2021) - [j3]Yuanpeng Zhang
Epilepsy Signal Recognition Using Online Transfer TSK Fuzzy Classifier Underlying Classification Error and Joint Distribution Consensus Regularization. IEEE ACM Trans. Comput. Biol. Bioinform. 18(5): 1667-1678 (2021)
2010 – 2019
- 2019
- [j2]Shuo Zhou, Ziyuan Zhou, Kai Ding, Yaxia Yuan, Fang Zheng, Chang-Guo Zhan
In Silico Observation of the Conformational Opening of the Glutathione-Binding Site of Microsomal Prostaglandin E2 Synthase-1. J. Chem. Inf. Model. 59(9): 3839-3845 (2019) - [c2]Ziyuan Zhou, Yuanpeng Zhang
Deep View-Reduction TSK Fuzzy System: A Case Study on Epileptic EEG Signals Detection. SSCI 2019: 387-392 - 2017
- [j1]Le Zhang
Building Up a Robust Risk Mathematical Platform to Predict Colorectal Cancer. Complex. 2017: 8917258:1-8917258:14 (2017) - 2016
- [c1]Chunqiu Zheng, Lei Xing, Tian Li, Tingting Li, Huan Yang, Jia Cao, Badong Chen, Ziyuan Zhou, Le Zhang
Developing a robust colorectal cancer (CRC) risk predictive model with the big genetic and environment related CRC data. BIBM 2016: 1885-1893
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