Vladimir Samsonov

12 papers B 1Journal 3Unranked 8
YearRankTypeTitle / Venue / Authors
2022 J jnl
Deep Reinforcement Learning for Robotic Control in High-Dexterity Assembly Tasks - A Reward Curriculum Approach.
Int. J. Semantic Comput.
Lars Leyendecker, Markus Schmitz, Hans Aoyang Zhou, Vladimir Samsonov, Marius Rittstieg, Daniel Lütticke
2022 — conf
Human-Centric Machine Learning Approach for Injection Mold Design: Towards Automated Ejector Pin Placement.
LOD (2)
Robert Jungnickel, Johanna Lauwigi, Vladimir Samsonov, Daniel Lütticke
2022 J jnl
Reinforcement Learning in Manufacturing Control: Baselines, challenges and ways forward.
Eng. Appl. Artif. Intell.
Vladimir Samsonov, Karim Ben Hicham, Tobias Meisen
2021 — conf
Deep Reinforcement Learning for Robotic Control in High-Dexterity Assembly Tasks - A Reward Curriculum Approach.
IRC
Lars Leyendecker, Markus Schmitz, Hans Aoyang Zhou, Vladimir Samsonov, Marius Rittstieg, Daniel Lütticke
2021 — conf
Global Reward Design for Cooperative Agents to Achieve Flexible Production Control under Real-time Constraints.
ICEIS (1)
Sebastian Pol, Schirin Baer, Danielle Turner, Vladimir Samsonov, Tobias Meisen
2021 — conf
Manufacturing Control in Job Shop Environments with Reinforcement Learning.
ICAART (2)
Vladimir Samsonov, Marco Kemmerling, Maren Paegert, Daniel Lütticke, Frederick Sauermann, Andreas Gützlaff, Günther Schuh, Tobias Meisen
2021 — conf
Optimisation of a Workpiece Clamping Position with Reinforcement Learning for Complex Milling Applications.
LOD
Chrismarie Enslin, Vladimir Samsonov, Hans-Georg Köpken, Schirin Bär, Daniel Lütticke
2020 B conf
Neural Combinatorial Optimization for Production Scheduling with Sequence-Dependent Setup Waste.
SMC
Aymen Gannouni, Vladimir Samsonov, Mohamed Behery, Tobias Meisen, Gerhard Lakemeyer
2020 J jnl
Reinforcement Learning for Short-Term Production Scheduling with Sequence-Dependent Setup Waste.
ERCIM News
Vladimir Samsonov, Mohamed Behery, Gerhard Lakemeyer
2020 — conf
Using Reinforcement Learning for Optimization of a Workpiece Clamping Position in a Machine Tool.
ICEIS (1)
Vladimir Samsonov, Chrismarie Enslin, Hans-Georg Köpken, Schirin Baer, Daniel Lütticke
2019 — conf
Evaluation and Comparison of Cross-lingual Text Processing Pipelines.
SSCI
Robert Jungnickel, André Pomp, Andreas Kirmse, Xiang Li, Vladimir Samsonov, Tobias Meisen
2019 — conf
More Machine Learning for Less: Comparing Data Generation Strategies in Mechanical Engineering and Manufacturing.
SSCI
Vladimir Samsonov, Johannes Lipp, Philipp Noodt, Alexia Fenollar Solvay, Tobias Meisen