By Dr Dilini Samarasinghe Widana Arachchige

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; 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

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

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