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Ph.D.
FME, NCC MESTEC - IADD – Assistant lecturer
Roman.Parak@vutbr.cz
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2024
PARÁK, R.; KŮDELA, J.; MATOUŠEK, R.; JUŘÍČEK, M. Deep-Reinforcement-Learning-Based Motion Planning for a Wide Range of Robotic Structures. Computation, 2024, vol. 12, no. 6, p. 116 ( p.)ISSN: 2079-3197.Detail | WWW | Full text in the Digital Library
2023
KŮDELA, J.; JUŘÍČEK, M.; PARÁK, R. A collection of robotics problems for benchmarking evolutionary computation methods. In 26th International Conference on Applications of Evolutionary Computation, EvoApplications 2023, held as part of EvoStar 2023. Lecture Notes in Computer Science. Cham: Springer, 2023. p. 364-379. ISBN: 978-3-031-30229-9. ISSN: 0302-9743.Detail
JUŘÍČEK, M.; PARÁK, R.; KŮDELA, J. Evolutionary Computation Techniques for Path Planning Problems in Industrial Robotics: A State-of-the-Art Review. Computation, 2023, vol. 11, no. 12, p. 1-23. ISSN: 2079-3197.Detail | WWW | Full text in the Digital Library
2022
PARÁK, R.; JUŘÍČEK, M. Intelligent Sampling of Anterior Human Nasal Swabs using a Collaborative Robotic Arm. Mendel Journal series, 2022, vol. 28, no. 1, p. 32-40. ISSN: 1803-3814.Detail | WWW
2021
PARÁK, R.; MATOUŠEK, R. Comparison of Multiple Reinforcement Learning and Deep Reinforcement Learning Methods for the Task Aimed at Achieving the Goal. Mendel Journal series, 2021, vol. 27, no. 1, p. 1-8. ISSN: 1803-3814.Detail | WWW
PARÁK, R.; MATOUŠEK, R.; LACKO, B. I4C – Robotická buňka podle konceptu Průmyslu 4.0. Automa, 2021, vol. 27, no. 1, p. 10-12. ISSN: 1210-9592.Detail | WWW
*) Publications are generated once a 24 hours.