Keke AI Competition: Solving puzzle levels in a dynamically changing mechanic space

M. Charity; Julian Togelius

doi:10.1109/CoG51982.2022.9893650

Keke AI Competition: Solving puzzle levels in a dynamically changing mechanic space

M. Charity, Julian Togelius

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

The Keke AI Competition introduces an artificial agent competition for the game Baba is You - a Sokoban-like puzzle game where players can create rules that influence the mechanics of the game. Altering a rule can cause temporary or permanent effects for the rest of the level that could be part of the solution space. The nature of these dynamic rules and the deterministic aspect of the game creates a challenge for AI to adapt to a variety of mechanic combinations in order to solve a level. This paper describes the framework and evaluation metrics used to rank submitted agents and baseline results from sample tree search agents.

Original language	English (US)
Title of host publication	2022 IEEE Conference on Games, CoG 2022
Publisher	IEEE Computer Society
Pages	570-575
Number of pages	6
ISBN (Electronic)	9781665459891
DOIs	https://doi.org/10.1109/CoG51982.2022.9893650
State	Published - 2022
Event	2022 IEEE Conference on Games, CoG 2022 - Beijing, China Duration: Aug 21 2022 → Aug 24 2022

Publication series

Name	IEEE Conference on Computatonal Intelligence and Games, CIG
Volume	2022-August
ISSN (Print)	2325-4270
ISSN (Electronic)	2325-4289

Conference

Conference	2022 IEEE Conference on Games, CoG 2022
Country/Territory	China
City	Beijing
Period	8/21/22 → 8/24/22

Keywords

ai competition
baba is you
javascript
puzzle
sokoban

ASJC Scopus subject areas

Artificial Intelligence
Computer Graphics and Computer-Aided Design
Computer Vision and Pattern Recognition
Human-Computer Interaction
Software

Access to Document

10.1109/CoG51982.2022.9893650

Cite this

Charity, M & Togelius, J 2022, Keke AI Competition: Solving puzzle levels in a dynamically changing mechanic space. in 2022 IEEE Conference on Games, CoG 2022. IEEE Conference on Computatonal Intelligence and Games, CIG, vol. 2022-August, IEEE Computer Society, pp. 570-575, 2022 IEEE Conference on Games, CoG 2022, Beijing, China, 8/21/22. https://doi.org/10.1109/CoG51982.2022.9893650

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Keke AI Competition: Solving puzzle levels in a dynamically changing mechanic space

Abstract

Publication series

Conference

Keywords

ASJC Scopus subject areas

Access to Document

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