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
Deep Reinforcement Learning for Robotic Control in High-Dexterity Assembly Tasks - A Reward Curriculum Approach.
Int. J. Semantic Comput., 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
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