Vladimir Samsonov
Orcid: 0000-0003-4147-6470
According to our database1,
Vladimir Samsonov
authored at least 11 papers
between 2019 and 2022.
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Bibliography
2022
Reinforcement Learning in Manufacturing Control: Baselines, challenges and ways forward.
Eng. Appl. Artif. Intell., 2022
Human-Centric Machine Learning Approach for Injection Mold Design: Towards Automated Ejector Pin Placement.
Proceedings of the Machine Learning, Optimization, and Data Science, 2022
2021
Optimisation of a Workpiece Clamping Position with Reinforcement Learning for Complex Milling Applications.
Proceedings of the Machine Learning, Optimization, and Data Science, 2021
Deep Reinforcement Learning for Robotic Control in High-Dexterity Assembly Tasks - A Reward Curriculum Approach.
Proceedings of the Fifth IEEE International Conference on Robotic Computing, 2021
Global Reward Design for Cooperative Agents to Achieve Flexible Production Control under Real-time Constraints.
Proceedings of the 23rd International Conference on Enterprise Information Systems, 2021
Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021
2020
Reinforcement Learning for Short-Term Production Scheduling with Sequence-Dependent Setup Waste.
ERCIM News, 2020
Neural Combinatorial Optimization for Production Scheduling with Sequence-Dependent Setup Waste.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020
Using Reinforcement Learning for Optimization of a Workpiece Clamping Position in a Machine Tool.
Proceedings of the 22nd International Conference on Enterprise Information Systems, 2020
2019
More Machine Learning for Less: Comparing Data Generation Strategies in Mechanical Engineering and Manufacturing.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019