Integral reinforcement learning-based online adaptive event-triggered control for non-zero-sum games of partially unknown nonlinear systems
作者： Hanguang Su , Huaguang Zhang , Shaoxin Sun , Yuliang Cai
DOI: 10.1016/J.NEUCOM.2019.09.088
关键词:
摘要: This paper develops an integral reinforcement learning (IRL)-based adaptive control method for the multi-player non-zero-sum (NZS) games of the nonlinear continuous-time systems …
sci-hub.se 参考文章(52)
Kyriakos G Vamvoudakis, Event-triggered optimal adaptive control algorithm for continuous-time nonlinear systems IEEE/CAA Journal of Automatica Sinica. ,vol. 1, pp. 282- 293 ,(2014) , 10.1109/JAS.2014.7004686
Paulo Tabuada, Event-Triggered Real-Time Scheduling of Stabilizing Control Tasks IEEE Transactions on Automatic Control. ,vol. 52, pp. 1680- 1685 ,(2007) , 10.1109/TAC.2007.904277
Kyriakos G. Vamvoudakis, Frank L. Lewis, Online actor-critic algorithm to solve the continuous-time infinite horizon optimal control problem Automatica. ,vol. 46, pp. 878- 888 ,(2010) , 10.1016/J.AUTOMATICA.2010.02.018
Ruizhuo Song, Frank L. Lewis, Qinglai Wei, Huaguang Zhang, Off-Policy Actor-Critic Structure for Optimal Control of Unknown Systems With Disturbances IEEE Transactions on Systems, Man, and Cybernetics. ,vol. 46, pp. 1041- 1050 ,(2016) , 10.1109/TCYB.2015.2421338
Huaguang Zhang, Lili Cui, Yanhong Luo, Near-Optimal Control for Nonzero-Sum Differential Games of Continuous-Time Nonlinear Systems Using Single-Network ADP IEEE Transactions on Systems, Man, and Cybernetics. ,vol. 43, pp. 206- 216 ,(2013) , 10.1109/TSMCB.2012.2203336
Kyriakos G. Vamvoudakis, Frank L. Lewis, Multi-player non-zero-sum games: Online adaptive learning solution of coupled Hamilton-Jacobi equations Automatica. ,vol. 47, pp. 1556- 1569 ,(2011) , 10.1016/J.AUTOMATICA.2011.03.005
D. Vrabie, O. Pastravanu, M. Abu-Khalaf, F.L. Lewis, Brief paper: Adaptive optimal control for continuous-time linear systems based on policy iteration Automatica. ,vol. 45, pp. 477- 484 ,(2009) , 10.1016/J.AUTOMATICA.2008.08.017
Marcus Johnson, Rushikesh Kamalapurkar, Shubhendu Bhasin, Warren E. Dixon, Approximate $N$ -Player Nonzero-Sum Game Solution for an Uncertain Continuous Nonlinear System IEEE Transactions on Neural Networks. ,vol. 26, pp. 1645- 1658 ,(2015) , 10.1109/TNNLS.2014.2350835
Fei-Yue Wang, Huaguang Zhang, Derong Liu, Adaptive Dynamic Programming: An Introduction IEEE Computational Intelligence Magazine. ,vol. 4, pp. 39- 47 ,(2009) , 10.1109/MCI.2009.932261
A. W. Starr, Y. C. Ho, Nonzero-sum differential games Journal of Optimization Theory and Applications. ,vol. 3, pp. 184- 206 ,(1969) , 10.1007/BF00929443