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Dilini Samarasinghe
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A data driven review of board game design and interactions of their mechanics
D Samarasinghe, M Barlow, E Lakshika, T Lynar, N Moustafa, ...
IEEE access 9, 114051-114069, 2021
242021
Automatic synthesis of swarm behavioural rules from their atomic components
D Samarasinghe, E Lakshika, M Barlow, K Kasmarik
Proceedings of the Genetic and Evolutionary Computation Conference, 133-140, 2018
132018
Grammar-based cooperative learning for evolving collective behaviours in multi-agent systems
D Samarasinghe, M Barlow, E Lakshika, K Kasmarik
Swarm and Evolutionary Computation 69, 101017, 2022
72022
Exploiting abstractions for grammar‐based learning of complex multi‐agent behaviours
D Samarasinghe, M Barlow, E Lakshika, K Kasmarik
International Journal of Intelligent Systems 36 (11), 6273-6311, 2021
52021
Flow-based reinforcement learning
D Samarasinghe, M Barlow, E Lakshika
IEEE Access 10, 102247-102265, 2022
42022
Task allocation in multi-agent systems with grammar-based evolution
D Samarasinghe, M Barlow, E Lakshika, K Kasmarik
Proceedings of the 21st ACM International Conference on Intelligent Virtual …, 2021
32021
User-friendly ontology structure maintenance mechanism targeting Sri Lankan agriculture domain
S Samarasinghe, AI Walisadeera, M Goonetillake
Computational Science and Its Applications–ICCSA 2016: 16th International …, 2016
32016
Grammar‐based autonomous discovery of abstractions for evolution of complex multi‐agent behaviours
D Samarasinghe, M Barlow, E Lakshika, K Kasmarik
Swarm and Evolutionary Computation 73, 101106, 2022
22022
Reinforcement Learning Agents Playing Ticket to Ride--a Complex Imperfect Information Board Game with Delayed Rewards
S Yang, M Barlow, T Townsend, X Liu, D Samarasinghe, E Lakshika, ...
IEEE Access, 2023
12023
Competitive Collaboration for Complex Task Learning in Agent Systems
D Samarasinghe, M Barlow, E Lakshika
Australasian Joint Conference on Artificial Intelligence, 325-337, 2023
2023
Automatic Recognition of Collective Emergent Behaviours using Behavioural Metrics
S Yang, D Samarasinghe, A Arukgoda, S Abpeikar, E Lakshika, M Barlow
IEEE Access, 2023
2023
Counterfactual Learning in Enhancing Resilience in Autonomous Agent Systems
D Samarasinghe
Frontiers in Artificial Intelligence 6, 1212336, 2023
2023
A Grammar-Based Evolutionary Framework for Learning Cooperative Multi-Agent Behaviours.
DSW Arachchige
https://www.unsworks.unsw.edu.au/permalink/f/a5fmj0/unsworks_74560, 2021
2021
User-friendly Web Based Mechanism to Incorporate Knowledge Evolution for Ontologies targeting Ontology-Illiterate Domain Users
SWA Samarasinghe
2016
The Possibilities of Music Therapy for Healing and Positive Psychology among Sri Lankans
S Arunatileka, RKS Liyanage, M Dharmadasa, VA Isuru, S Samarasinghe
2016 Humanities, Social Sciences and Environment Conference (HSSEC), 117-125, 2016
2016
Swarm and Evolutionary Computation
D Samarasinghe, M Barlow, E Lakshika, K Kasmarik
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Articles 1–16