Synergetic Learning Neuro-Control for Unknown Affine Nonlinear Systems With Asymptotic Stability Guarantees.
IEEE Trans. Neural Networks Learn. Syst., February, 2025
Online Off-Policy Reinforcement Learning for Optimal Control of Unknown Nonlinear Systems Using Neural Networks.
IEEE Trans. Syst. Man Cybern. Syst., August, 2024
Demo: Experimentation with Mobile 28 GHz Phased Array Antenna Modules.
Proceedings of the 30th Annual International Conference on Mobile Computing and Networking, 2024
Synergetic learning for unknown nonlinear H∞ control using neural networks.
Neural Networks, November, 2023
Event-Triggered Near Optimal Output Feedback Control for Constrained Discrete-Time Systems Via an Iterative Adaptive Algorithm.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023
Model-Free Adaptive Optimal Control for Unknown Nonlinear Multiplayer Nonzero-Sum Game.
IEEE Trans. Neural Networks Learn. Syst., 2022
A New Approach to Finite-Horizon Optimal Control for Discrete-Time Affine Nonlinear Systems via a Pseudolinear Method.
IEEE Trans. Autom. Control., 2022
Data-Driven Suboptimal Control for Nonlinear Systems Using State-Dependent Riccati Equation.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022
The Adaptive Multi-Factor Model and the Financial Market.
CoRR, 2021
Clustering Structure of Microstructure Measures.
CoRR, 2021
A News-based Machine Learning Model for Adaptive Asset Pricing.
CoRR, 2021
Stable value iteration for two-player zero-sum game of discrete-time nonlinear systems based on adaptive dynamic programming.
Neurocomputing, 2019
Optimal fixed-point tracking control for discrete-time nonlinear systems via ADP.
IEEE CAA J. Autom. Sinica, 2019
Adaptive Dynamic Programming for Direct Current Servo Motor.
Proceedings of the Neural Information Processing - 24th International Conference, 2017