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Journal Articles
- 2024
[j6]Liao Zhu
, Qinglai Wei, Ping Guo:
Online Off-Policy Reinforcement Learning for Optimal Control of Unknown Nonlinear Systems Using Neural Networks. IEEE Trans. Syst. Man Cybern. Syst. 54(8): 5112-5122 (2024)- 2023
- [j5]Liao Zhu, Ping Guo, Qinglai Wei:
Synergetic learning for unknown nonlinear H∞ control using neural networks. Neural Networks 168: 287-299 (2023) - 2022
- [j4]Qinglai Wei, Liao Zhu, Tao Li, Derong Liu:
A New Approach to Finite-Horizon Optimal Control for Discrete-Time Affine Nonlinear Systems via a Pseudolinear Method. IEEE Trans. Autom. Control. 67(5): 2610-2617 (2022) - [j3]Qinglai Wei, Liao Zhu, Ruizhuo Song, Pinjia Zhang, Derong Liu, Jun Xiao:
Model-Free Adaptive Optimal Control for Unknown Nonlinear Multiplayer Nonzero-Sum Game. IEEE Trans. Neural Networks Learn. Syst. 33(2): 879-892 (2022) - 2019
- [j2]Ruizhuo Song, Liao Zhu:
Optimal fixed-point tracking control for discrete-time nonlinear systems via ADP. IEEE CAA J. Autom. Sinica 6(3): 657-666 (2019) - [j1]Ruizhuo Song, Liao Zhu:
Stable value iteration for two-player zero-sum game of discrete-time nonlinear systems based on adaptive dynamic programming. Neurocomputing 340: 180-195 (2019)
Conference and Workshop Papers
- 2023
- [c3]Jiaxu Hou, Liao Zhu, Ping Guo:
Event-Triggered Near Optimal Output Feedback Control for Constrained Discrete-Time Systems Via an Iterative Adaptive Algorithm. SMC 2023: 2327-2332 - 2022
- [c2]Liao Zhu, Jingsheng Xu, Ping Guo:
Data-Driven Suboptimal Control for Nonlinear Systems Using State-Dependent Riccati Equation. SMC 2022: 2845-2850 - 2017
- [c1]Liao Zhu, Ruizhuo Song, Yulong Xie, Junsong Li:
Adaptive Dynamic Programming for Direct Current Servo Motor. ICONIP (1) 2017: 731-740
Informal and Other Publications
- 2021
- [i3]Liao Zhu, Haoxuan Wu, Martin T. Wells:
A News-based Machine Learning Model for Adaptive Asset Pricing. CoRR abs/2106.07103 (2021) - [i2]Liao Zhu, Ningning Sun, Martin T. Wells:
Clustering Structure of Microstructure Measures. CoRR abs/2107.02283 (2021) - [i1]Liao Zhu:
The Adaptive Multi-Factor Model and the Financial Market. CoRR abs/2107.14410 (2021)
Coauthor Index
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