Research Focus

最优控制

1.    Hanguang Su, Huaguang Zhang, Xiaodong Liang, Chong Liu. Decentralized event-triggered online adaptive control of unknown large-scale systems over wireless communication networks. IEEE Transactions on Neural Networks and Learning Systems, 2020, 31(11): 4907 - 4919. (SCIEI检索)

2.    Hanguang Su, Huaguang Zhang, He Jiang, Yinlei Wen. Decentralized event-triggered adaptive control of discrete-time non-zero-sum games over wireless sensor-actuator networks with input constraints. IEEE Transactions on Neural Networks and Learning Systems, 2020, 31(10): 4254 - 4266. (SCIEI检索)

3.    Hanguang Su, Huaguang Zhang, David Wenzhong Gao, Yanhong Luo. Adaptive dynamics programming for H control of continuous-time unknown nonlinear systems via generalized fuzzy hyperbolic models. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2020, 50(11): 3996 4008. (SCIEI检索)

4.    Hanguang Su, Huaguang Zhang, Shaoxin Sun, Yuliang Cai. Integral reinforcement learning-based online adaptive event-triggered control for non-zero-sum games of partially unknown nonlinear systems. Neurocomputing, 2020, 377: 243-255. (SCIEI检索)

5.    Hanguang Su, Huaguang Zhang, Yuling Liang, Yunfei Mu. Online event-triggered adaptive critic design for non-zero-sum games of partially unknown networked systems. Neurocomputing, 368: 84-98, 2019. (SCIEI检索)

6.    Hanguang Su, Huaguang Zhang, Kun Zhang, Wenzhong Gao. Online reinforcement learning for a class of partially unknown continuous-time nonlinear systems via value iteration. Optimal Control Applications & Methods, 39(2): 1011-1028, 2018. (SCIEI检索)

7.    Huaguang Zhang, Hanguang Su, Kun Zhang, Yanhong Luo. Event-triggered adaptive dynamic programming algorithm for non-zero-sum games of unknown nonlinear systems via generalized fuzzy hyperbolic models. IEEE Transactions on Fuzzy Systems, 2019, 27(11): 2202-2214. (SCIEI检索)


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