Andreas Schwung

On-line Energy Optimization of Hybrid Production Systems Using Actor-Critic Reinforcement Learning

2018

This paper presents a novel approach for energy optimization in large scale industrial production systems based on an actor-critic reinforcement learning (ACRL) framework. The objective of the on-line capable self-learning algorithm is the optimization of …