By Dr Dilini Samarasinghe Widana Arachchige

Book Chapters

Samarasinghe D; Barlow M; Lakshika E, 2024, 'Competitive Collaboration for Complex Task Learning in Agent Systems', in , pp. 325 - 337, http://dx.doi.org/10.1007/978-981-99-8391-9_26

Journal articles

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

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

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

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 D; Barlow M; Lakshika E, 2022, 'Flow-Based Reinforcement Learning', IEEE Access, 10, pp. 102247 - 102265, http://dx.doi.org/10.1109/ACCESS.2022.3209260

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

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

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

Conference Papers

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

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

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

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