Peiran Liu

Reinforcement Learning Based Decision Support for Adaptive Pacing Control of Hand Activity Level

This paper presents a reinforcement learning based decision support system for adaptive pacing control in manual material handling tasks. Hand Activity Level optimization is formulated as a finite horizon Markov Decision Process, where actions select pacing intensities or micro b...