Maxim Friesen

According to our database, Maxim Friesen authored at least 8 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Network Digital Twins: A Key-Enabler for Zero-Touch Management in Industrial Communication Systems.

Maxim Friesen, Sarder Fakhrul Abedin, Mikael Gidlund, Jürgen Jasperneite

Proceedings of the 28th IEEE International Conference on Emerging Technologies and Factory Automation, 2023

2022

Machine Learning for Zero- Touch Management in Heterogeneous Industrial Networks - A Review.

Maxim Friesen, Lukasz Wisniewski, Jürgen Jasperneite

Proceedings of the 18th IEEE International Conference on Factory Communication Systems, 2022

Multi-Agent Deep Reinforcement Learning For Real-World Traffic Signal Controls - A Case Study.

Maxim Friesen, Tian Tan, Jürgen Jasperneite, Jie Wang

Proceedings of the 20th IEEE International Conference on Industrial Informatics, 2022

2021

LemgoRL: An open-source Benchmark Tool to Train Reinforcement Learning Agents for Traffic Signal Control in a real-world simulation scenario.

Arthur Müller, Vishal Rangras, Georg Schnittker, Michael Waldmann, Maxim Friesen, Tobias Ferfers, Lukas Schreckenberg, Florian Hufen, Jürgen Jasperneite, Marco A. Wiering

CoRR, 2021

Towards Real-World Deployment of Reinforcement Learning for Traffic Signal Control.

Arthur Müller, Vishal Rangras, Tobias Ferfers, Florian Hufen, Lukas Schreckenberg, Jürgen Jasperneite, Georg Schnittker, Michael Waldmann, Maxim Friesen, Marco A. Wiering

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

2018

Reliability-oriented multipath communication for internet-based cyber-physical systems.

Mohammad Elattar, Maxim Friesen, Dominik Henneke, Jürgen Jasperneite

Proceedings of the 14th IEEE International Workshop on Factory Communication Systems, 2018

Pursuing the Vision of Industrie 4.0: Secure Plug-and-Produce by Means of the Asset Administration Shell and Blockchain Technology.

Dorota Lang, Maxim Friesen, Marco Ehrlich, Lukasz Wisniewski, Jürgen Jasperneite

Proceedings of the 16th IEEE International Conference on Industrial Informatics, 2018

2017

Evaluation of multipath communication protocols for reliable internet-based cyber-physical systems.

Mohammad Elattar, Maxim Friesen, Jürgen Jasperneite

Proceedings of the 26th IEEE International Symposium on Industrial Electronics, 2017