@marcel686 profile picture
Marcel Müller @marcel686

Researcher in #logistics, #deadlocks, #MARL and #simulation @OvGUPresse

Joined May 2015
  • Tweets 185
  • Following 310
  • Followers 51
16 Photos and videos
Marcel Müller retweeted
Mathias Bethke@MathiasBethke
May 7
B-Runde, mit #Möllring 😎
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Check out our new article about generative AI for automatic simulation model generation in factory planning: sciencedirect.com/science/ar…
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There is my thesis. :)
Multiagent Systems Papers@PIN
11 Nov 2025
Multi-Agent Reinforcement Learning for Deadlock Handling among Autonomous Mobile Robots. arxiv.org/abs/2511.07071
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Is there some cool app out there to easily read papers on the mobile phone? I hate to zoom into every PDF.
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I don’t know if it’s groundbreaking (as claimed in the podcast), but I just submitted my PhD thesis. If you're as impatient as I am for the defense, there's already a pretty cool podcast episode about it, generated with NotebookLM: 🎧 youtube.com/watch?v=YlpD56bG…
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Marcel Müller retweeted
PHD Comics@PHDcomics
14 Mar 2025
The Cult of Academia
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🚀 Excited to share our latest publication in the IJPR! We explore the role of unsupervised learning algorithms in tackling modern supply chain challenges. Dive into our systematic review and discover how UL can enhance efficiency and resilience in SCM. tandfonline.com/doi/full/10.…

A review on unsupervised learning algorithms and applications in supply chain management

Due to pressing challenges such as high market volatility, complex global logistics, geopolitical turmoil and environmental sustainability, compounded by radical events such as the COVID-19 pandemi...

tandfonline.com
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The first @RL_Conference is coming to an end, leaving @Lorerubiano1 and me inspired. It was an honor to meet the stars from the RL scene. RL will certainly play an important role on the way to superhuman decision-making policies, even if we are currently passing the LLM valley.
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Last December, the @WSConf gave me an early Christmas present. Our paper with @Lorerubiano1 was awarded best PhD paper by the @TheOfficialACM-SIGSIM in front of about 500 participants. I am very pleased that my dissertation topic was so well received. 🤗
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This year, I spent 5,126 hours training 1,835 models on @wandb! My #longestrun - DQN_PlantSimAGVMA_ac230_00005 - trained for 81 hours. cdn.wandb.ai/year-wrapped-20…
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📢 New publication! "A Framework for Applying RL to Deadlock Handling in Intralogistics" at the Intl. Symposium on Logistics. Tackling deadlocks to boost system resilience. DOI Link: doi.org/10.25366/2023.127 #ReinforcementLearning #Logistics #Deadlocks
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Marcel Müller retweeted
Otto-von-Guericke-Universität Magdeburg@OVGUpresse
9 May 2023
Erster Studiengang an der Schnittstelle von #KI und #Ingenieurwissenschaften: @OVGUpresse bietet gemeinsam mit 4 Hochschulen #LSA neuen #Bachelor_Studiengang #AI_Engineering. bit.ly/3HSlJpc
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Our paper (with @Lorerubiano1) from @WSConf was published and shows a first approach how to use deep Q-networks to control AGVs in a deadlock capable logistics system. #deadlocks #ReinforcementLearning @OVGUpresse ieeexplore.ieee.org/document…
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Marcel Müller retweeted
Ministerium für Infrastruktur und Digitales LSA
@MID_LSA
18 Jan 2023
#Challenge acceptet hieß es heute für zehn Schülerinnen und Schüler bei der #Logistik-Challenge im @Frauenhofer_IFF. Gemeinsam mit der @OVGUpresse und dem Ministerium für Infrastruktur und Digitales hießen sie die besten fünf Teams im Finale willkommen.
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How can reinforcement learning be used to deal with deadlocks in logistics? @Lorerubiano1 and I presented a possible approach at the Winter Simulation Conference 2022 @WSConf in Singapore. #wsc #wintersim #deadlocks #reinforcementlearning @OVGUpresse @unisabana
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It's taken a while, but in this in-depth article we've examined the current literature on reinforcement learning applications in supply chain management. Spoiler: Q-learning is still the most popular ;) #scm #MachineLearning tandfonline.com/doi/full/10.…

A review on reinforcement learning algorithms and applications in supply chain management

Decision-making in supply chains is challenged by high complexity, a combination of continuous and discrete processes, integrated and interdependent operations, dynamics, and adaptability. The rapi...

tandfonline.com
Marcel Müller retweeted
Otto-von-Guericke-Universität Magdeburg@OVGUpresse
28 Oct 2022
Unter Federführung der @OVGUpresse bieten 5 Hochschulen des #LSA kommendes Wintersemester deutschlandweit ersten #Bachelorstudiengang an der Schnittstelle von Künstlicher Intelligenz und Ingenieurwissenschaften. #AI_Engineering bit.ly/3f9VFuV
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Umsatzmaximierung bei der Tarifzonenplanung für den öffentlichen Nah- und Fernverkehr. @Lorerubiano1 zeigt uns auf der #TRISTAN2022 zu welchen Kosten ringförmige Tarifzonen erzeugt werden können. Basierend auf der Forschungsidee von @GeoOptimization.
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Marcel Müller retweeted
Otto-von-Guericke-Universität Magdeburg@OVGUpresse
21 Jun 2022
KI für die Praxis: Sebastian Lang vom #ILM der @OVGUpresse über den neuen hochschulübergreifenden Studiengang #AIEngineering, der gem. mit Unternehmen des #LSA entwickelt wird und 2023 starten soll. youtu.be/nIiDlWk-OS0
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Marcel Müller retweeted
Mathias Magdowski@MMagdowski
25 May 2022
Im letzten #TagDerLehre-Talk an der @OVGUpresse geht es heute um die "Automatische Erstellung und Bewertung individueller Belegaufgaben" mit Marcel Müller vom Institut für Logistik und Materialflusstechnik. 👍 Man beachte den Overhead-Projektor als Raummikrofon-Ablage. 😉
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