Investigating performance of neural networks and gradient boosting models approximating microscopic traffic simulations in traffic optimization tasks. - Pawel Góra; Maciej Brzeski; Marcin Mozejko; Arkadiusz Klemenko; Adrian Kochanski (CoRR, 2018)

Solving Traffic Signal Setting Problem Using Machine Learning. - Pawel Góra; Maciej Brzeski; Katarzyna Karnas; Przemyslaw Przybyszewski; Arkadiusz Klemenko; Adrian Kochanski; Hubert Dryja; Magdalena Kukawska; Dawid Kopczyk; Marcin Mozejko (MT-ITS, 2019)

Graph-based Sparse Neural Networks for Traffic Signal Optimization. - Lukasz Skowronek; Pawel Góra; Marcin Mozejko; Arkadiusz Klemenko (CS&P, 2021)