Project | MAS4AI

Publications about the project

1. I4.0 Holonic Multi-agent Testbed Enabling Shared Production

   Alexis T. Bernhard; Simon Jungbluth; Ali Karnoub; Aleksandr Sidorenko; William Motsch; Achim Wagner; Martin Ruskowski

   In: John Soldatos (Hrsg.). Artificial Intelligence in Manufacturing: Enabling Intelligent, Flexible and Cost-Effective Production Through AI. Chapter 13, I4.0 Holonic Multi-agent Testbed Enabling Shared Production, Pages 231-250, ISBN 978-3-031-46451-5, Springer Nature Switzerland, Cham, 2023.
2. Utilizing Multi-Agent Deep Reinforcement Learning For Flexible Job Shop Scheduling Under Sustainable Viewpoints

   Jens Popper; William Motsch; Alexander David; Teresa Petzsche; Martin Ruskowski (Hrsg.)

   International Conference on Electrical, Computer, Communications and Mechatronics Engineering, located at 2021 International Conference on Electrical, Computer, Communications and Mechatronics Engineering, October 7-8, Belle Mare, Mauritius, IEEE, 2021.
3. Simultaneous Production and AGV Scheduling using Multi-Agent Deep Reinforcement Learning

   Jens Popper; Vassilios Yfantis; Martin Ruskowski (Hrsg.)

   CIRP Conference on Manufactoring Systems (CIRP CMS-2021), 54th CIRP Conference on Manufacturing Systems, 2021, located at CIRP, September 22-24, Athens, Greece, ELSEVIER, 2021.