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Journal Articles
- 2024
[j6]Liangyu Zhang
, Yang Peng, Wenhao Yang, Zhihua Zhang:
Semi-Infinitely Constrained Markov Decision Processes and Provably Efficient Reinforcement Learning. IEEE Trans. Pattern Anal. Mach. Intell. 46(5): 3722-3735 (2024)- 2023
- [j5]Manqing Wang, Liangyu Zhang, Haixiang Yu, Siyu Chen, Xiaomeng Zhang, Yongqing Zhang, Dongrui Gao:
A deep learning network based on CNN and sliding window LSTM for spike sorting. Comput. Biol. Medicine 159: 106879 (2023) - [j4]Zhipeng Shen, Liangyu Zhang, Yuchen Liu, Haomiao Yu:
Dynamic surface event-triggered control for unmanned sailboat path following based on adaptive tanh line-of-sight. J. Syst. Control. Eng. 237(10): 1753-1764 (2023) - [j3]Wenyan Liu, Shuo Du, Na Pang, Liangyu Zhang, Guozhe Sun, Hanguang Xiao, Qi Zhao, Lisheng Xu, Yudong Yao, Jordi Alastruey, Alberto Avolio:
Central Aortic Blood Pressure Waveform Estimation with a Temporal Convolutional Network. IEEE J. Biomed. Health Informatics 27(7): 3622-3632 (2023) - 2022
- [j2]Qingbin Zhuang, Senzhong Gan, Liangyu Zhang:
Human-computer interaction based health diagnostics using ResNet34 for tongue image classification. Comput. Methods Programs Biomed. 226: 107096 (2022) - 2015
- [j1]Chun Yan, Yiwei Qiu, Liangyu Zhang, Wei Liu:
The study of modelling problems of GLM for outstanding claims reserving based on prediction error of reserve. Int. J. Reason. based Intell. Syst. 7(3/4): 193-199 (2015)
Conference and Workshop Papers
- 2023
- [c3]Liangyu Zhang, Darong Huang, Yuhong Na:
Distributed Fault-Tolerant Control of Connected Vehicle Platoon in A Zero-Trust Environment. SAFEPROCESS 2023: 1-6 - 2022
- [c2]Liangyu Zhang, Yang Peng, Wenhao Yang, Zhihua Zhang:
Semi-infinitely Constrained Markov Decision Processes. NeurIPS 2022 - 2012
- [c1]Guangming Yang, Liangyu Zhang, Zhenhua Tan, Hainan Yu, Shuang Li:
A New Method of Trust Inference Based on Markov Model for Peer-to-Peer Network. CIT 2012: 349-354
Informal and Other Publications
- 2024
- [i7]Yang Peng, Liangyu Zhang, Zhihua Zhang:
Near Minimax-Optimal Distributional Temporal Difference Algorithms and The Freedman Inequality in Hilbert Spaces. CoRR abs/2403.05811 (2024) - [i6]Hao Jin, Liangyu Zhang, Zhihua Zhang:
Federated Reinforcement Learning with Constraint Heterogeneity. CoRR abs/2405.03236 (2024) - [i5]Hao Jin, Yang Peng, Liangyu Zhang, Zhihua Zhang:
Federated Control in Markov Decision Processes. CoRR abs/2405.04026 (2024) - 2023
- [i4]Liangyu Zhang, Yang Peng, Wenhao Yang, Zhihua Zhang:
Semi-Infinitely Constrained Markov Decision Processes and Efficient Reinforcement Learning. CoRR abs/2305.00254 (2023) - [i3]Liangyu Zhang, Yang Peng, Jiadong Liang, Wenhao Yang, Zhihua Zhang:
Estimation and Inference in Distributional Reinforcement Learning. CoRR abs/2309.17262 (2023) - 2022
- [i2]Miao Lu, Wenhao Yang, Liangyu Zhang, Zhihua Zhang:
Statistical Estimation of Confounded Linear MDPs: An Instrumental Variable Approach. CoRR abs/2209.05186 (2022) - 2020
- [i1]Jiadong Liang, Liangyu Zhang, Cheng Zhang, Zhihua Zhang:
Intervention Generative Adversarial Networks. CoRR abs/2008.03712 (2020)
Coauthor Index
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