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ORCIDDilini Samarasinghe
Person information
- affiliation: University of New South Wales, Sydney, Australia
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2020 – today
- 2023
[j15]Shuo Yang
, Michael Barlow, Thomas Townsend, Xuejie Liu, Dilini Samarasinghe, Erandi Lakshika, Glennn Moy, Timothy M. Lynar, Benjamin P. Turnbull:
Reinforcement Learning Agents Playing Ticket to Ride-A Complex Imperfect Information Board Game With Delayed Rewards. IEEE Access 11: 60737-60757 (2023)- [j14]Shuo Yang, Dilini Samarasinghe, Anupama Arukgoda, Shadi Abpeikar, Erandi Lakshika, Michael Barlow:
Automatic Recognition of Collective Emergent Behaviors Using Behavioral Metrics. IEEE Access 11: 89077-89092 (2023) - [j13]Dilini Samarasinghe:
Events. AI Matters 9(1): 9-11 (2023) - [j12]Dilini Samarasinghe:
Counterfactual learning in enhancing resilience in autonomous agent systems. Frontiers Artif. Intell. 6 (2023) - [c3]Dilini Samarasinghe, Michael Barlow, Erandi Lakshika:
Competitive Collaboration for Complex Task Learning in Agent Systems. AI (2) 2023: 325-337 - 2022
- [j11]Dilini Samarasinghe, Michael Barlow, Erandi Lakshika:
Flow-Based Reinforcement Learning. IEEE Access 10: 102247-102265 (2022) - [j10]Dilini Samarasinghe:
Events. AI Matters 8(2): 11-15 (2022) - [j9]Dilini Samarasinghe:
Events. AI Matters 8(4): 8-10 (2022) - [j8]Dilini Samarasinghe, Michael Barlow, Erandi Lakshika, Kathryn Kasmarik:
Grammar-based cooperative learning for evolving collective behaviours in multi-agent systems. Swarm Evol. Comput. 69: 101017 (2022) - [j7]Dilini Samarasinghe, Michael Barlow, Erandi Lakshika, Kathryn Kasmarik:
Grammar-based autonomous discovery of abstractions for evolution of complex multi-agent behaviours. Swarm Evol. Comput. 73: 101106 (2022) - [d1]Dilini Samarasinghe:
BoardGameGeek Dataset on Board Games. IEEE DataPort, 2022
- 2021
- [b1]Dilini Samarasinghe Widana Arachchige:
A Grammar-Based Evolutionary Framework for Learning Cooperative Multi-Agent Behaviours. University of New South Wales, Sydney, Australia, 2021 - [j6]Dilini Samarasinghe, Michael Barlow, Erandi Lakshika, Timothy M. Lynar, Nour Moustafa, Thomas Townsend, Benjamin P. Turnbull:
A Data Driven Review of Board Game Design and Interactions of Their Mechanics. IEEE Access 9: 114051-114069 (2021) - [j5]Dilini Samarasinghe:
Events. AI Matters 7(1): 5-7 (2021) - [j4]Dilini Samarasinghe:
Events. AI Matters 7(2): 5-6 (2021) - [j3]Dilini Samarasinghe:
Events. AI Matters 7(3): 12-14 (2021) - [j2]Dilini Samarasinghe:
Events. AI Matters 7(4): 4 (2021) - [j1]Dilini Samarasinghe, Michael Barlow, Erandi Lakshika, Kathryn Kasmarik:
Exploiting abstractions for grammar-based learning of complex multi-agent behaviours. Int. J. Intell. Syst. 36(11): 6273-6311 (2021) - [c2]Dilini Samarasinghe, Michael Barlow, Erandi Lakshika, Kathryn Kasmarik:
Task Allocation in Multi-Agent Systems with Grammar-Based Evolution. IVA 2021: 175-182
2010 – 2019
- 2018
- [c1]Dilini Samarasinghe, Erandi Lakshika, Michael Barlow, Kathryn Kasmarik:
Automatic synthesis of swarm behavioural rules from their atomic components. GECCO 2018: 133-140
Coauthor Index
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