Search Results for author: Konstantinos Sfikas

Found 4 papers, 2 papers with code

Controllable Exploration of a Design Space via Interactive Quality Diversity

no code implementations4 Apr 2023 Konstantinos Sfikas, Antonios Liapis, Georgios N. Yannakakis

To address these concerns, we implement a variation of the MAP-Elites algorithm where the presented alternatives are sampled from a small region (window) of the behavioral space.

Monte Carlo Elites: Quality-Diversity Selection as a Multi-Armed Bandit Problem

1 code implementation18 Apr 2021 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.

Playing Against the Board: Rolling Horizon Evolutionary Algorithms Against Pandemic

1 code implementation28 Mar 2021 Konstantinos Sfikas, Antonios Liapis

This paper contends that collaborative board games pose a different challenge to artificial intelligence as it must balance short-term risk mitigation with long-term winning strategies.

Board Games Decision Making +1

Collaborative Agent Gameplay in the Pandemic Board Game

no code implementations21 Mar 2021 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.

Board Games

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