Optimal Consensus Control for Continuous-time Multi-agent Systems via Actor-Critic Neural Networks

This paper investigates the optimal consensus control problem for continuous-time multi-agent systems with switching topology by utilizing the framework of reinforcement learning. A leader-follower continuous-time high-order multi-agent system is formulated and the corresponding Hamilton-Jacobi-Bellman equation is presented. To calculate the performance index and the optimal consensus control law,...