12 citations · 32 across the 4 of their papers we have counts for
4 papers
Controllable Exploration of a Design Space via Interactive Quality Diversity
Konstantinos Sfikas, Antonios Liapis, Georgios N. Yannakakis
This paper introduces a user-driven evolutionary algorithm based on Quality Diversity (QD) search. During a design session, the user iteratively selects among presented alternative…
Monte Carlo Elites: Quality-Diversity Selection as a Multi-Armed Bandit Problem
Konstantinos Sfikas, Antonios Liapis, Georgios N. Yannakakis
A core challenge of evolutionary search is the need to balance between exploration of the search space and exploitation of highly fit regions. Quality-diversity search has explicit…
Playing Against the Board: Rolling Horizon Evolutionary Algorithms Against Pandemic
Konstantinos Sfikas, Antonios Liapis
Competitive board games have provided a rich and diverse testbed for artificial intelligence. This paper contends that collaborative board games pose a different challenge to artif…
Collaborative Agent Gameplay in the Pandemic Board Game
Konstantinos Sfikas, Antonios Liapis
While artificial intelligence has been applied to control players' decisions in board games for over half a century, little attention is given to games with no player competition.…