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Mingming Ha
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Data-driven iterative adaptive critic control toward an urban wastewater treatment plant
D Wang, M Ha, J Qiao
IEEE Transactions on Industrial Electronics 68 (8), 7362-7369, 2020
1962020
Self-learning optimal regulation for discrete-time nonlinear systems under event-driven formulation
D Wang, M Ha, J Qiao
IEEE Transactions on Automatic Control 65 (3), 1272-1279, 2019
1922019
The intelligent critic framework for advanced optimal control
D Wang, M Ha, M Zhao
Artificial Intelligence Review 55 (1), 1-22, 2022
1562022
Discounted Iterative Adaptive Critic Designs With Novel Stability Analysis for Tracking Control
M Ha, D Wang, D Liu
IEEE/CAA Journal of Automatica Sinica 9 (7), 1262-1272, 2022
1192022
Event-triggered adaptive critic control design for discrete-time constrained nonlinear systems
M Ha, D Wang, D Liu
IEEE Transactions on Systems, Man, and Cybernetics: Systems 50 (9), 3158-3168, 2018
942018
System stability of learning-based linear optimal control with general discounted value iteration
D Wang, J Ren, M Ha, J Qiao
IEEE Transactions on Neural Networks and Learning Systems 34 (9), 6504-6514, 2022
592022
Generalized value iteration for discounted optimal control with stability analysis
M Ha, D Wang, D Liu
Systems & Control Letters 147, 104847, 2021
592021
Neural optimal tracking control of constrained nonaffine systems with a wastewater treatment application
D Wang, M Zhao, M Ha, J Ren
Neural Networks 143, 121-132, 2021
522021
Offline and Online Adaptive Critic Control Designs With Stability Guarantee Through Value Iteration
M Ha, D Wang, D Liu
IEEE Transactions on Cybernetics, 2021
492021
Advanced value iteration for discrete-time intelligent critic control: A survey
M Zhao, D Wang, J Qiao, M Ha, J Ren
Artificial Intelligence Review 56 (10), 12315-12346, 2023
442023
A novel value iteration scheme with adjustable convergence rate
M Ha, D Wang, D Liu
IEEE Transactions on Neural Networks and Learning Systems 34 (10), 7430-7442, 2022
402022
Neuro-optimal trajectory tracking with value iteration of discrete-time nonlinear dynamics
D Wang, M Ha, L Cheng
IEEE Transactions on Neural Networks and Learning Systems 34 (8), 4237-4248, 2021
342021
Event-triggered constrained control with DHP implementation for nonaffine discrete-time systems
M Ha, D Wang, D Liu
Information Sciences 519, 110-123, 2020
342020
Evolving and incremental value iteration schemes for nonlinear discrete-time zero-sum games
M Zhao, D Wang, M Ha, J Qiao
IEEE Transactions on Cybernetics 53 (7), 4487-4499, 2022
292022
Stability and Admissibility Analysis for Zero-Sum Games Under General Value Iteration Formulation
D Wang, M Zhao, M Ha, J Qiao
IEEE Transactions on Neural Networks and Learning Systems, 2022
292022
Adaptive-critic-based hybrid intelligent optimal tracking for a class of nonlinear discrete-time systems
D Wang, M Zhao, M Ha, L Hu
Engineering Applications of Artificial Intelligence 105, 104443, 2021
282021
Data-Based Nonaffine Optimal Tracking Control Using Iterative DHP Approach
M Ha, D Wang, D Liu
IFAC-PapersOnLine 53 (2), 4246-4251, 2020
262020
Neural-network-based discounted optimal control via an integrated value iteration with accuracy guarantee
M Ha, D Wang, D Liu
Neural Networks 144, 176-186, 2021
222021
Data-based composite control design with critic intelligence for a wastewater treatment platform
D Wang, M Ha, J Qiao, J Yan, Y Xie
Artificial Intelligence Review 53 (5), 3773-3785, 2020
182020
Hyperbolic Contrastive Graph Representation Learning for Session-based Recommendation
N Guo, X Liu, S Li, M Ha, Q Ma, B Wang, Y Zhao, L Chen, X Guo
IEEE Transactions on Knowledge and Data Engineering, 2023
172023
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