Dilini is a senior postdoctoral research associate at the School of Systems and Computing of University of New South Wales (UNSW) Canberra. She received her PhD in Computer Science from UNSW in 2021 and B.Sc. in Computer Science with a first class (Honours) from University of Colombo School of Computing, Sri Lanka in the year 2016. Her research interests expand across the fields of artificial intelligence, machine learning, evolutionary computing, multi-agent systems, and serious games.
Samarasinghe D, 2023, 'Counterfactual learning in enhancing resilience in autonomous agent systems', Frontiers in Artificial Intelligence, 6, pp. 1212336, http://dx.doi.org/10.3389/frai.2023.1212336
Journal articles | 2023
Yang S; Barlow M; Townsend T; Liu X; Samarasinghe D; Lakshika E; Moy G; Lynar T; Turnbull B, 2023, 'Reinforcement Learning Agents Playing Ticket to Ride-A Complex Imperfect Information Board Game With Delayed Rewards', IEEE Access, 11, pp. 60737 - 60757, http://dx.doi.org/10.1109/ACCESS.2023.3287100
Journal articles | 2023
Yang S; Samarasinghe D; Arukgoda A; Abpeikar S; Lakshika E; Barlow M, 2023, 'Automatic Recognition of Collective Emergent Behaviors Using Behavioral Metrics', IEEE Access, 11, pp. 89077 - 89092, http://dx.doi.org/10.1109/ACCESS.2023.3304682
Journal articles | 2022
Samarasinghe D; Barlow M; Lakshika E; Kasmarik K, 2022, 'Grammar-based autonomous discovery of abstractions for evolution of complex multi-agent behaviours', Swarm and Evolutionary Computation, 73, http://dx.doi.org/10.1016/j.swevo.2022.101106
Samarasinghe Widana Arachchige D; Barlow M; Hene Kankanamge E; Kasmarik K, 2021, 'Exploiting Abstractions for Grammar-Based Learning of Complex Multi-Agent Behaviours', International Journal of Intelligent Systems, 36, pp. 6273 - 6311, http://dx.doi.org/10.1002/int.22550
Journal articles | 2021
Samarasinghe Widana Arachchige D; Barlow M; Lakshika E; Kasmarik K, 2021, 'Grammar-Based Cooperative Learning for Evolving Collective Behaviours in Multi-Agent Systems', Swarm and Evolutionary Computation, 69, pp. 101017, http://dx.doi.org/10.1016/j.swevo.2021.101017
Journal articles | 2021
Samarasinghe Widana Arachchige D; Barlow M; Lakshika E; Lynar T; Moustafa N; Townsend T; Turnbull B, 2021, 'A Data Driven Review of Board Game Design and Interactions of Their Mechanics', IEEE Access, 9, pp. 114051 - 114069, http://dx.doi.org/10.1109/ACCESS.2021.3103198
Conference Papers | 2021
Samarasinghe Widana Arachchige D; Barlow M; Lakshika E; Kasmarik K, 2021, 'Task Allocation in Multi-Agent Systems with Grammar-Based Evolution', in Proceedings of the 21st ACM International Conference on Intelligent Virtual Agents, IVA 2021, Association for Computing Machinery (ACM), Japan, pp. 175 - 182, presented at International Conference on Intelligent Virtual Agents, IVA 2021, Japan, 14 September 2021 - 17 September 2021, http://dx.doi.org/10.1145/3472306.3478337
Conference Papers | 2018
Samarasinghe Widana Arachchige D; Lakshika E; Barlow M; Kasmarik KE, 2018, 'Automatic Synthesis of Swarm Behavioural Rules from their Atomic Components', in Aguirre H(ed.), Gecco 2018 Proceedings of the 2018 Genetic and Evolutionary Computation Conference, Association for Computing Machinery (ACM), Kyoto Japan, pp. 133 - 140, presented at GECCO 2018, Kyoto Japan, - , http://dx.doi.org/10.1145/3205455.3205546
Conference Papers | 2016
Samarasinghe Widana Arachchige D; Walisadeera AI; Goonetillake MDJS, 2016, 'User-Friendly Ontology Structure Maintenance Mechanism Targeting Sri Lankan Agriculture Domain', in Lecture Notes in Computer Science, vol 9790, Beijing, China, presented at Computational Science and Its Applications – ICCSA 2016, Beijing, China, 04 July 2016 - 07 July 2016, http://dx.doi.org/10.1007/978-3-319-42092-9_3
