no code implementations • 9 Feb 2022 • Udesh Gunarathna, Shanika Karunasekara, Renata Borovica-Gajic, Egemen Tanin
Connected Autonomous Vehicles will make autonomous intersection management a reality replacing traditional traffic signal control.
1 code implementation • 13 Jan 2022 • Udesh Gunarathna, Renata Borovica-Gajic, Shanika Karunasekara, Egemen Tanin
We then extend our architecture to learn heuristics for the real-time version of combinatorial optimization problems where all input features of a problem are not known a prior, but rather learned in real-time.
no code implementations • 14 Oct 2019 • Udesh Gunarathna, Hairuo Xie, Egemen Tanin, Shanika Karunasekara, Renata Borovica-Gajic
In this paper, we propose an efficient traffic optimization solution, called Coordinated Learning-based Lane Allocation (CLLA), which is suitable for dynamic configuration of lane-directions.