A Parallel Control Method for Zero-Sum Game with Unknown Time-Varying System

Abstract:
In this paper, based on ACP (ACP: artificial societies, computational experiments, and parallel execution) approach, a parallel control method is proposed for zero-sum games of unknown time-varying systems. The process of constructing a sequence of artificial systems, implementing the computational experiments, and conducting the parallel execution is presented. The artificial systems are constructed to model the real system. Computational experiments adopting adaptive dynamic programming (ADP) are shown to derive control laws for a sequence of artificial systems. The purpose of the parallel execution step is to derive the control laws for the real system. Finally, simulation experiments are provided to show the effectiveness of the proposed method.
Index Terms: Zero-sum games, parallel control, ACP (ACP: artificial societies, computational experiments, and parallel execution), adaptive dynamic programming (ADP)
Published in:The International Journal of Intelligent Control and Systems (Volume: 29, Issue: 1, 2024-03-20)
Page(s):37 - 41