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Vladimir Samsonov
Vladimir Samsonov
RWTH Aachen University
Computer science
Artificial intelligence
Reinforcement learning
Exploit
Existential quantification
6
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6
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Manufacturing Control in Job Shop Environments with Reinforcement Learning
2021
ICAART | International Conference on Agents and Artificial Intelligence
Vladimir Samsonov
Marco Kemmerling
Maren Paegert
Daniel Lütticke
Frederick Sauermann
Andreas Gützlaff
Günther Schuh
Tobias Meisen
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Global Reward Design for Cooperative Agents to Achieve Flexible Production Control under Real-time Constraints
2021
ICEIS | International Conference on Enterprise Information Systems
Sebastian Pol
Schirin Baer
Danielle Turner
Vladimir Samsonov
Tobias Meisen
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Neural Combinatorial Optimization for Production Scheduling with Sequence-Dependent Setup Waste
2020
SMC | Systems, Man and Cybernetics
Aymen Gannouni
Vladimir Samsonov
Mohamed Behery
Tobias Meisen
Gerhard Lakemeyer
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Evaluation and Comparison of Cross-lingual Text Processing Pipelines
2019
SSCI | IEEE Symposium Series on Computational Intelligence
Robert Jungnickel
André Pomp
Andreas Kirmse
Xiang Li
Vladimir Samsonov
Tobias Meisen
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More Machine Learning for Less: Comparing Data Generation Strategies in Mechanical Engineering and Manufacturing
2019
SSCI | IEEE Symposium Series on Computational Intelligence
Vladimir Samsonov
Johannes Lipp
Philipp Noodt
Alexia Fenollar Solvay
Tobias Meisen
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Citations (4)
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