Arthur Müller

19 papers B 1C 4Journal 8Unranked 6
YearRankTypeTitle / Venue / Authors
2024 J jnl
Demystifying Reinforcement Learning in Production Scheduling via Explainable AI.
CoRR
Daniel Fischer, Hannah M. Hüsener, Felix Grumbach, Lukas Vollenkemper, Arthur Müller, Pascal Reusch
2024 C conf
Reinforcement Learning as an Improvement Heuristic for Real-World Production Scheduling.
ICMLA
Arthur Müller, Lukas Vollenkemper
2024 J jnl
Reinforcement Learning as an Improvement Heuristic for Real-World Production Scheduling.
CoRR
Arthur Müller, Lukas Vollenkemper
2024 J jnl
Reinforcement Learning for Two-Stage Permutation Flow Shop Scheduling - A Real-World Application in Household Appliance Production.
IEEE Access
Arthur Müller, Felix Grumbach, Fiona Kattenstroth
2024 — conf
Robust Human-Centered Assembly Line Scheduling with Reinforcement Learning.
LDIC
Felix Grumbach, Arthur Müller, Lukas Vollenkemper
2024 C conf
Smaller Batches, Bigger Gains? Investigating the Impact of Batch Sizes on Reinforcement Learning Based Real-World Production Scheduling.
ETFA
Arthur Müller, Felix Grumbach, Matthia Sabatelli
2024 J jnl
Smaller Batches, Bigger Gains? Investigating the Impact of Batch Sizes on Reinforcement Learning Based Real-World Production Scheduling.
CoRR
Arthur Müller, Felix Grumbach, Matthia Sabatelli
2023 — conf
Bridging the Reality Gap of Reinforcement Learning based Traffic Signal Control using Domain Randomization and Meta Learning.
ITSC
Arthur Müller, Matthia Sabatelli
2023 J jnl
Bridging the Reality Gap of Reinforcement Learning based Traffic Signal Control using Domain Randomization and Meta Learning.
CoRR
Arthur Müller, Matthia Sabatelli
2022 — conf
Real-Time Stance Detection and Issue Analysis of the 2021 German Federal Election Campaign on Twitter.
EGOV
Arthur Müller, Jasmin Riedl, Wiebke Drews
2022 — conf
SPARTA at CASE 2021 Task 1: Evaluating Different Techniques to Improve Event Extraction.
CASE@EMNLP
Arthur Müller, Andreas Dafnos
2022 — conf
Safe and Psychologically Pleasant Traffic Signal Control with Reinforcement Learning using Action Masking.
ITSC
Arthur Müller, Matthia Sabatelli
2022 J jnl
Safe and Psychologically Pleasant Traffic Signal Control with Reinforcement Learning using Action Masking.
CoRR
Arthur Müller, Matthia Sabatelli
2021 — conf
Countering Negative Effects of Hate Speech in a Multi-Agent Society.
CCIA
Arthur Müller, Maite López-Sánchez
2021 J jnl
LemgoRL: An open-source Benchmark Tool to Train Reinforcement Learning Agents for Traffic Signal Control in a real-world simulation scenario.
CoRR
Arthur Müller, Vishal Rangras, Georg Schnittker, Michael Waldmann, Maxim Friesen, Tobias Ferfers, Lukas Schreckenberg, Florian Hufen, Jürgen Jasperneite, Marco A. Wiering
2021 C conf
Towards Real-World Deployment of Reinforcement Learning for Traffic Signal Control.
ICMLA
Arthur Müller, Vishal Rangras, Tobias Ferfers, Florian Hufen, Lukas Schreckenberg, Jürgen Jasperneite, Georg Schnittker, Michael Waldmann, Maxim Friesen, Marco A. Wiering
2019 C conf
Scalable Analytics Platform for Machine Learning in Smart Production Systems.
ETFA
Khaled Al-Gumaei, Arthur Müller, Jan Nicolas Weskamp, Claudio Santo Longo, Florian Pethig, Stefan Windmann
2019 J jnl
Weed Management of the Future.
Künstliche Intell.
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
2010 B conf
A file-type sensitive, auto-versioning file system.
ACM Symposium on Document Engineering
Arthur Müller, Sebastian Rönnau, Uwe M. Borghoff