Loading…

An MDP model-based reinforcement learning approach for production station ramp-up optimization: Q-learning analysis

Ramp-up is a significant bottleneck for the introduction of new or adapted manufacturing systems. The effort and time required to ramp-up a system is largely dependent on the effectiveness of the human decision making process to select the most promising sequence of actions to improve the system to...

Full description

Saved in:
Bibliographic Details
Main Authors: Stefanos Doltsinis, Pedro Ferreira, Niels Lohse
Format: Default Article
Published: 2014
Subjects:
Online Access:https://hdl.handle.net/2134/27232
Tags: Add Tag
No Tags, Be the first to tag this record!