Udesh Gunarathna

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 10

Top Topics

Reinforcement Learning

Agents And Multi Agent Systems

Top Venues

Publications

Udesh Gunarathna, Hairuo Xie, Egemen Tanin, Shanika Karunasekera, Renata Borovica-Gajic
Real-time Road Network Optimization with Coordinated Reinforcement Learning. ACM Trans. Intell. Syst. Technol. 14 (4) (2023)
Udesh Gunarathna, Renata Borovica-Gajic, Shanika Karunasekera, Egemen Tanin
Solving Dynamic Graph Problems with Multi-Attention Deep Reinforcement Learning. CoRR (2022)
Udesh Gunarathna, Shanika Karunasekera, Renata Borovica-Gajic, Egemen Tanin
Intelligent Autonomous Intersection Management. CoRR (2022)
Udesh Gunarathna, Shanika Karunasekera, Renata Borovica-Gajic, Egemen Tanin
Real-Time Intelligent Autonomous Intersection Management Using Reinforcement Learning. IV (2022)
Udesh Gunarathna, Renata Borovica-Gajic, Shanika Karunasekera, Egemen Tanin
Dynamic graph combinatorial optimization with multi-attention deep reinforcement learning. SIGSPATIAL/GIS (2022)
Hairuo Xie, Renata Borovica-Gajic, Egemen Tanin, Shanika Karunasekera, Udesh Gunarathna, Gilbert Oppy, Majid Sarvi
A simulation study on prioritizing connected freight vehicles at intersections for traffic flow optimization (industrial paper). SIGSPATIAL/GIS (2022)
Lakmal Muthugama, Hairuo Xie, Egemen Tanin, Shanika Karunasekera, Udesh Gunarathna
Concurrent optimization of safety and traffic flow using deep reinforcement learning for autonomous intersection management. SIGSPATIAL/GIS (2022)
Udesh Gunarathna, Renata Borovica-Gajic, Shanika Karunasekera, Egemen Tanin
e-SMARTS: a system to simulate intelligent traffic management solutions (demo paper). SIGSPATIAL/GIS (2022)
Udesh Gunarathna, Hairuo Xie, Egemen Tanin, Shanika Karunasekera, Renata Borovica-Gajic
Real-Time Lane Configuration with Coordinated Reinforcement Learning. ECML/PKDD (4) (2020)
Udesh Gunarathna, Hairuo Xie, Egemen Tanin, Shanika Karunasekera, Renata Borovica-Gajic
Dynamic Graph Configuration with Reinforcement Learning for Connected Autonomous Vehicle Trajectories. CoRR (2019)