Recent publications
- Maciej Brzeski, Hubert Dryja, Paweł Gora, Karnas Katarzyna, Arkadiusz Klemenko, Adrian Kochański, Dawid Kopczyk, Magdalena Kukawska, Marcin Możejko, Przemysław Przybyszewski, Solving Traffic Signal Setting Problem Using Machine Learning, International Conference On Models and Technologies for Intelligent Transportation Systems (2019),
- Maciej Brzeski, Paweł Gora, Arkadiusz Klemenko, Adrian Kochański, Marcin Możejko, Investigating performance of neural networks and gradient boosting models approximating microscopic traffic simulations in traffic optimization tasks, Neurips 2018 Workshop "machine Learning for Intelligent Transportation Systems" (2018),
- Maciej Brzeski, Paweł Gora, Łukasz Mądry, Marcin Możejko, Łukasz Skowronek, Traffic Signal Settings Optimization Using Gradient Descent, Schedae Informaticae 27 (2018), 19-30
Interests
Artificial Intelligence
Combinatorial Optimization, Metaheuristics
Complex Systems
Intelligent Transportation Systems
Road Traffic Modelling and Simulation
Surrogate Modelling based on Machine Learning
Quantum Computing
Paweł Gora
academic degree/title Doctor of Philosophy (PhD) unit- Division of Machine Learning
- Institute of Computer Science and Computational Mathematics
- Group of Machine Learning Research (GMUM)