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ORCIDUdesh Gunarathna
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2020 – today
- 2023
[j1]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): 72:1-72:30 (2023)- 2022
- [c6]Udesh Gunarathna, Renata Borovica-Gajic, Shanika Karunasekera, Egemen Tanin:
e-SMARTS: a system to simulate intelligent traffic management solutions (demo paper). SIGSPATIAL/GIS 2022: 21:1-21:4 - [c5]Udesh Gunarathna, Renata Borovica-Gajic, Shanika Karunasekera, Egemen Tanin:
Dynamic graph combinatorial optimization with multi-attention deep reinforcement learning. SIGSPATIAL/GIS 2022: 22:1-22:12 - [c4]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: 53:1-53:10 - [c3]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: 82:1-82:12 - [c2]Udesh Gunarathna, Shanika Karunasekera, Renata Borovica-Gajic, Egemen Tanin:
Real-Time Intelligent Autonomous Intersection Management Using Reinforcement Learning. IV 2022: 135-144 - [i3]Udesh Gunarathna, Renata Borovica-Gajic, Shanika Karunasekera, Egemen Tanin:
Solving Dynamic Graph Problems with Multi-Attention Deep Reinforcement Learning. CoRR abs/2201.04895 (2022) - [i2]Udesh Gunarathna, Shanika Karunasekera, Renata Borovica-Gajic, Egemen Tanin:
Intelligent Autonomous Intersection Management. CoRR abs/2202.04224 (2022) - 2020
- [c1]Udesh Gunarathna, Hairuo Xie, Egemen Tanin, Shanika Karunasekera, Renata Borovica-Gajic:
Real-Time Lane Configuration with Coordinated Reinforcement Learning. ECML/PKDD (4) 2020: 291-307
2010 – 2019
- 2019
- [i1]Udesh Gunarathna, Hairuo Xie, Egemen Tanin, Shanika Karunasekera, Renata Borovica-Gajic:
Dynamic Graph Configuration with Reinforcement Learning for Connected Autonomous Vehicle Trajectories. CoRR abs/1910.06788 (2019)
Coauthor Index
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