Dilini Samarasinghe

According to our database, Dilini Samarasinghe authored at least 14 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Counterfactual learning in enhancing resilience in autonomous agent systems.

Dilini Samarasinghe

Frontiers Artif. Intell., February, 2023

Automatic Recognition of Collective Emergent Behaviors Using Behavioral Metrics.

Shuo Yang, Dilini Samarasinghe, Anupama Arukgoda, Shadi Abpeikar, Erandi Lakshika, Michael Barlow

IEEE Access, 2023

Reinforcement Learning Agents Playing Ticket to Ride-A Complex Imperfect Information Board Game With Delayed Rewards.

Shuo Yang, Michael Barlow, Thomas Townsend, Xuejie Liu, Dilini Samarasinghe, Erandi Lakshika, Glennn Moy, Timothy M. Lynar, Benjamin P. Turnbull

IEEE Access, 2023

Competitive Collaboration for Complex Task Learning in Agent Systems.

Dilini Samarasinghe, Michael Barlow, Erandi Lakshika

Proceedings of the AI 2023: Advances in Artificial Intelligence, 2023

2022

BoardGameGeek Dataset on Board Games.

Dilini Samarasinghe

Dataset, May, 2022

Grammar-based autonomous discovery of abstractions for evolution of complex multi-agent behaviours.

Dilini Samarasinghe, Michael Barlow, Erandi Lakshika, Kathryn Kasmarik

Swarm Evol. Comput., 2022

Grammar-based cooperative learning for evolving collective behaviours in multi-agent systems.

Dilini Samarasinghe, Michael Barlow, Erandi Lakshika, Kathryn Kasmarik

Swarm Evol. Comput., 2022

Flow-Based Reinforcement Learning.

Dilini Samarasinghe, Michael Barlow, Erandi Lakshika

IEEE Access, 2022

2021

A Grammar-Based Evolutionary Framework for Learning Cooperative Multi-Agent Behaviours.

Dilini Samarasinghe Widana Arachchige

PhD thesis, 2021

Exploiting abstractions for grammar-based learning of complex multi-agent behaviours.

Dilini Samarasinghe, Michael Barlow, Erandi Lakshika, Kathryn Kasmarik

Int. J. Intell. Syst., 2021

Events.

Dilini Samarasinghe

AI Matters, 2021

A Data Driven Review of Board Game Design and Interactions of Their Mechanics.

Dilini Samarasinghe, Michael Barlow, Erandi Lakshika, Timothy M. Lynar, Nour Moustafa, Thomas Townsend, Benjamin P. Turnbull

IEEE Access, 2021

Task Allocation in Multi-Agent Systems with Grammar-Based Evolution.

Dilini Samarasinghe, Michael Barlow, Erandi Lakshika, Kathryn Kasmarik

Proceedings of the IVA '21: ACM International Conference on Intelligent Virtual Agents, 2021

2018

Automatic synthesis of swarm behavioural rules from their atomic components.

Dilini Samarasinghe, Erandi Lakshika, Michael Barlow, Kathryn Kasmarik

Proceedings of the Genetic and Evolutionary Computation Conference, 2018