G. Fursov

Cascade Control with Reinforcement Learning for an Industrial Exoskeleton

This paper presents an adaptive control framework for an industrial lower-limb exoskeleton based on cascade control combined with reinforcement learning (RL). The multilevel hierarchical structure of the cascade controller effectively decouples the fast inner-loop current and torque dynamics from the slower outer-loop...