Dynamic Graph Configuration with Reinforcement Learning for Connected Autonomous Vehicle Trajectories. - Udesh Gunarathna; Hairuo Xie; Egemen Tanin; Shanika Karunasekera; Renata Borovica-Gajic (CoRR, 2019)

Real-Time Lane Configuration with Coordinated Reinforcement Learning. - Udesh Gunarathna; Hairuo Xie; Egemen Tanin; Shanika Karunasekera; Renata Borovica-Gajic (ECML/PKDD (4), 2020)

e-SMARTS: a system to simulate intelligent traffic management solutions (demo paper). - Udesh Gunarathna; Renata Borovica-Gajic; Shanika Karunasekera; Egemen Tanin (SIGSPATIAL/GIS, 2022)

Dynamic graph combinatorial optimization with multi-attention deep reinforcement learning. - Udesh Gunarathna; Renata Borovica-Gajic; Shanika Karunasekera; Egemen Tanin (SIGSPATIAL/GIS, 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 (SIGSPATIAL/GIS, 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 (SIGSPATIAL/GIS, 2022)

Real-Time Intelligent Autonomous Intersection Management Using Reinforcement Learning. - Udesh Gunarathna; Shanika Karunasekera; Renata Borovica-Gajic; Egemen Tanin (IV, 2022)

Solving Dynamic Graph Problems with Multi-Attention Deep Reinforcement Learning. - Udesh Gunarathna; Renata Borovica-Gajic; Shanika Karunasekera; Egemen Tanin (CoRR, 2022)

Intelligent Autonomous Intersection Management. - Udesh Gunarathna; Shanika Karunasekera; Renata Borovica-Gajic; Egemen Tanin (CoRR, 2022)

Traffic Optimization with Deep Reinforcement Learning in a Connected Transport Ecosystem. - Udesh Gunarathna (2022)

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., 2023)