Arthur Müller

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 13

Top Topics

Reinforcement Learning

Top Venues

Publications

Arthur Müller, Felix Grumbach, Fiona Kattenstroth
Reinforcement Learning for Two-Stage Permutation Flow Shop Scheduling - A Real-World Application in Household Appliance Production. IEEE Access 12 (2024)
Arthur Müller, Felix Grumbach, Matthia Sabatelli
Smaller Batches, Bigger Gains? Investigating the Impact of Batch Sizes on Reinforcement Learning Based Real-World Production Scheduling. CoRR (2024)
Arthur Müller, Matthia Sabatelli
Bridging the Reality Gap of Reinforcement Learning based Traffic Signal Control using Domain Randomization and Meta Learning. ITSC (2023)
Arthur Müller, Matthia Sabatelli
Bridging the Reality Gap of Reinforcement Learning based Traffic Signal Control using Domain Randomization and Meta Learning. CoRR (2023)
Arthur Müller, Matthia Sabatelli
Safe and Psychologically Pleasant Traffic Signal Control with Reinforcement Learning using Action Masking. ITSC (2022)
Arthur Müller, Jasmin Riedl, Wiebke Drews
Real-Time Stance Detection and Issue Analysis of the 2021 German Federal Election Campaign on Twitter. EGOV (2022)
Arthur Müller, Andreas Dafnos
SPARTA at CASE 2021 Task 1: Evaluating Different Techniques to Improve Event Extraction. CASE@EMNLP (2022)
Arthur Müller, Matthia Sabatelli
Safe and Psychologically Pleasant Traffic Signal Control with Reinforcement Learning using Action Masking. CoRR (2022)
Arthur Müller, Maite López-Sánchez
Countering Negative Effects of Hate Speech in a Multi-Agent Society. CCIA (2021)
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)
Khaled Al-Gumaei, Arthur Müller, Jan Nicolas Weskamp, Claudio Santo Longo, Florian Pethig, Stefan Windmann
Scalable Analytics Platform for Machine Learning in Smart Production Systems. ETFA (2019)
Sandra Amend, David Brandt, Daniel Di Marco, Tobias Dipper, Gabriel Gässler, Markus Höferlin, Maurice Gohlke, Katharina Kesenheimer, Peter Lindner, Roland Leidenfrost, Andreas Michaels, Tobias Mugele, Arthur Müller, Tanja Riffel, Yeshwanth Sampangi, Jan Winkler
Weed Management of the Future. Künstliche Intell. 33 (4) (2019)
Arthur Müller, Sebastian Rönnau, Uwe M. Borghoff
A file-type sensitive, auto-versioning file system. ACM Symposium on Document Engineering (2010)