Maxim Friesen

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 8

Top Topics

Communication Protocol

Industrial Applications

Reinforcement Learning

Traffic Signal Control

Top Venues

Publications

Maxim Friesen, Sarder Fakhrul Abedin, Mikael Gidlund, Jürgen Jasperneite
Network Digital Twins: A Key-Enabler for Zero-Touch Management in Industrial Communication Systems. ETFA (2023)
Maxim Friesen, Lukasz Wisniewski, Jürgen Jasperneite
Machine Learning for Zero- Touch Management in Heterogeneous Industrial Networks - A Review. WFCS (2022)
Maxim Friesen, Tian Tan, Jürgen Jasperneite, Jie Wang
Multi-Agent Deep Reinforcement Learning For Real-World Traffic Signal Controls - A Case Study. INDIN (2022)
Arthur Müller, Vishal Rangras, Georg Schnittker, Michael Waldmann, Maxim Friesen, Tobias Ferfers, Lukas Schreckenberg, Florian Hufen, Jürgen Jasperneite, Marco A. Wiering
LemgoRL: An open-source Benchmark Tool to Train Reinforcement Learning Agents for Traffic Signal Control in a real-world simulation scenario. CoRR (2021)
Arthur Müller, Vishal Rangras, Tobias Ferfers, Florian Hufen, Lukas Schreckenberg, Jürgen Jasperneite, Georg Schnittker, Michael Waldmann, Maxim Friesen, Marco A. Wiering
Towards Real-World Deployment of Reinforcement Learning for Traffic Signal Control. ICMLA (2021)
Mohammad Elattar, Maxim Friesen, Dominik Henneke, Jürgen Jasperneite
Reliability-oriented multipath communication for internet-based cyber-physical systems. WFCS (2018)
Dorota Lang, Maxim Friesen, Marco Ehrlich, Lukasz Wisniewski, Jürgen Jasperneite
Pursuing the Vision of Industrie 4.0: Secure Plug-and-Produce by Means of the Asset Administration Shell and Blockchain Technology. INDIN (2018)
Mohammad Elattar, Maxim Friesen, Jürgen Jasperneite
Evaluation of multipath communication protocols for reliable internet-based cyber-physical systems. ISIE (2017)