Ben Niu

Reinforcement Learning‐Based Adaptive Optimal Containment Control for Constrained Nonlinear Multiagent Systems

ABSTRACT This paper proposes an adaptive optimal containment control method for nonlinear strict‐feedback multiagent systems with state constraints. First, a neural network‐based reinforcement learning algorithm is developed within an optimized backstepping framework. Unlike the...