Efficient Reinforcement Learning using Linear Koopman Dynamics for Nonlinear Robotic Systems
arXiv:2604.19980v1 Announce Type: new
Abstract: This paper presents a model-based reinforcement learning (RL) framework for optimal closed-loop control of nonlinear robotic systems. The proposed approach learns linear lifted dynamics through Koopman o…