Udesh Gunarathna

According to our database, Udesh Gunarathna authored at least 10 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Real-time Road Network Optimization with Coordinated Reinforcement Learning.

Udesh Gunarathna, Hairuo Xie, Egemen Tanin, Shanika Karunasekera, Renata Borovica-Gajic

ACM Trans. Intell. Syst. Technol., August, 2023

2022

Intelligent Autonomous Intersection Management.

Udesh Gunarathna, Shanika Karunasekera, Renata Borovica-Gajic, Egemen Tanin

CoRR, 2022

Solving Dynamic Graph Problems with Multi-Attention Deep Reinforcement Learning.

Udesh Gunarathna, Renata Borovica-Gajic, Shanika Karunasekera, Egemen Tanin

CoRR, 2022

Real-Time Intelligent Autonomous Intersection Management Using Reinforcement Learning.

Udesh Gunarathna, Shanika Karunasekera, Renata Borovica-Gajic, Egemen Tanin

Proceedings of the 2022 IEEE Intelligent Vehicles Symposium, 2022

A simulation study on prioritizing connected freight vehicles at intersections for traffic flow optimization (industrial paper).

Hairuo Xie, Renata Borovica-Gajic, Egemen Tanin, Shanika Karunasekera, Udesh Gunarathna, Gilbert Oppy, Majid Sarvi

Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

Concurrent optimization of safety and traffic flow using deep reinforcement learning for autonomous intersection management.

Lakmal Muthugama, Hairuo Xie, Egemen Tanin, Shanika Karunasekera, Udesh Gunarathna

Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

Dynamic graph combinatorial optimization with multi-attention deep reinforcement learning.

Udesh Gunarathna, Renata Borovica-Gajic, Shanika Karunasekera, Egemen Tanin

Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

e-SMARTS: a system to simulate intelligent traffic management solutions (demo paper).

Udesh Gunarathna, Renata Borovica-Gajic, Shanika Karunasekera, Egemen Tanin

Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

2020

Real-Time Lane Configuration with Coordinated Reinforcement Learning.

Udesh Gunarathna, Hairuo Xie, Egemen Tanin, Shanika Karunasekera, Renata Borovica-Gajic

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track, 2020

2019

Dynamic Graph Configuration with Reinforcement Learning for Connected Autonomous Vehicle Trajectories.

Udesh Gunarathna, Hairuo Xie, Egemen Tanin, Shanika Karunasekera, Renata Borovica-Gajic

CoRR, 2019