JournalComputers, Materials & Continua.
Members
A 5G-MEC-Enabled, Digital-Twin-Trained Framework for Autonomous Mobile Robots on the ROSMASTER R2 Platform A deep reinforcement learning framework for centralized dynamic routing optimization via integrated link weight prediction and path selection Radiance Field Delta Video Compression in Edge-Enabled Vehicular Metaverse Real-Time Detection of Rare Traffic Situations Using RGB-LiDAR Fusion and a Rule-Based Safety Agent in CARLA Toward Intelligent Secure Wireless Networks: Coupled-Phase STAR-RIS with DRL Optimization 3CSim: CARLA Corner Case Simulation for Control Assessment in Autonomous Driving Distributed Radiance Fields for Edge Video Compression and Metaverse Integration in Autonomous Driving Graph Neural Network Empowered Resource Allocation for Connected Autonomous Mobility Neural radiance fields in the industrial and robotics domain: Applications, research opportunities and use cases Blockchain-based route selection with allocation of radio and computing resources for connected autonomous vehicles
Ing. Eugen Šlapak, PhD.
Eugen Šlapak received his BSc. and MSc degrees in Informatics from the Technical University of Košice, Košice, Slovakia, in 2016 and 2018, respectively. His master’s thesis focused on using self-organizing maps for HetNet topology design under the supervision of Assoc. Prof. Juraj Gazda. Since 2017, he has worked with the Intelligent Information Systems Laboratory research team at the Technical University of Košice. His research focuses on applications of machine learning approaches to cellular wireless networks modeled as multi-agent systems.
Research interests
- Deep learning
- Physics
- Large language models
Publications
22 publications · 2017–2026
2026
5JournalIEEE Access
JournalIEEE Open Journal of Intelligent Transportation Systems.
JournalApplied sciences.
ConferenceInternational Symposium on Advanced Networks and Telecommunication Systems Ants.
2025
1Conference2024 IEEE 8th International Conference on Information and Communication Technology.
2024
3Conference2024 IEEE International Conference on Smart Computing
Conference2023 Seventh IEEE International Conference on Robotic Computing.
JournalRobotics and computer integrated manufacturing = Robotics & computer-integrated manufacturing
2023
1JournalIEEE transactions on intelligent transportation systems.