Dilini Samarasinghe

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 18

Top Topics

Temporal Relations

Reinforcement Learning

Event Detection

Top Venues

Swarm Evol. Comput.

Int. J. Intell. Syst.

Publications

Shuo Yang, Dilini Samarasinghe, Anupama Arukgoda, Shadi Abpeikar, Erandi Lakshika, Michael Barlow
Automatic Recognition of Collective Emergent Behaviors Using Behavioral Metrics. IEEE Access 11 (2023)
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 (2023)
Dilini Samarasinghe
Events. AI Matters 9 (1) (2023)
Dilini Samarasinghe, Michael Barlow, Erandi Lakshika
Competitive Collaboration for Complex Task Learning in Agent Systems. AI (2) (2023)
Dilini Samarasinghe
Counterfactual learning in enhancing resilience in autonomous agent systems. Frontiers Artif. Intell. 6 (2023)
Dilini Samarasinghe
Events. AI Matters 8 (4) (2022)
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 (2022)
Dilini Samarasinghe, Michael Barlow, Erandi Lakshika, Kathryn Kasmarik
Grammar-based cooperative learning for evolving collective behaviours in multi-agent systems. Swarm Evol. Comput. 69 (2022)
Dilini Samarasinghe
Events. AI Matters 8 (2) (2022)
Dilini Samarasinghe, Michael Barlow, Erandi Lakshika
Flow-Based Reinforcement Learning. IEEE Access 10 (2022)
Dilini Samarasinghe
Events. AI Matters 7 (1) (2021)
Dilini Samarasinghe
Events. AI Matters 7 (4) (2021)
Dilini Samarasinghe
Events. AI Matters 7 (3) (2021)
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) (2021)
Dilini Samarasinghe, Michael Barlow, Erandi Lakshika, Kathryn Kasmarik
Task Allocation in Multi-Agent Systems with Grammar-Based Evolution. IVA (2021)
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 (2021)
Dilini Samarasinghe
Events. AI Matters 7 (2) (2021)
Dilini Samarasinghe, Erandi Lakshika, Michael Barlow, Kathryn Kasmarik
Automatic synthesis of swarm behavioural rules from their atomic components. GECCO (2018)