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TAG: A tabletop games framework

  • Raluca D. Gaina
  • , Martin Balla
  • , Alexander Dockhorn
  • , Raúl Montoliu
  • , Diego Perez-Liebana

Publikation: Beitrag in Buch/Bericht/Sammelwerk/KonferenzbandAufsatz in KonferenzbandForschungPeer-Review

Abstract

Tabletop games come in a variety of forms, including board games, card games, and dice games. In recent years, their complexity has considerably increased, with many components, rules that change dynamically through the game, diverse player roles, and a series of control parameters that influence a game's balance. As such, they also encompass novel and intricate challenges for Artificial Intelligence methods, yet research largely focuses on classical board games such as chess and Go. We introduce in this work the Tabletop Games (TAG) framework, which promotes research into general AI in modern tabletop games, facilitating the implementation of new games and AI players, while providing analytics to capture the complexities of the challenges proposed. We include preliminary results with sample AI players, showing some moderate success, with plenty of room for improvement, and discuss further developments and new research directions.

OriginalspracheEnglisch
Titel des SammelwerksAIIDE 2020 Workshops
UntertitelJoint Proceedings of the AIIDE 2020 Workshops co-located with 16th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE 2020)
DOIs
PublikationsstatusVeröffentlicht - 2020
Extern publiziertJa
Veranstaltung2020 Joint Artificial Intelligence and Interactive Digital Entertainment Workshops, AIIDE-WS 2020 - Worcester, USA / Vereinigte Staaten
Dauer: 19 Okt. 2020 → …

Publikationsreihe

NameCEUR Workshop Proceedings
Herausgeber (Verlag)CEUR Workshop Proceedings
Band2862
ISSN (Print)1613-0073

Konferenz

Konferenz2020 Joint Artificial Intelligence and Interactive Digital Entertainment Workshops, AIIDE-WS 2020
Land/GebietUSA / Vereinigte Staaten
OrtWorcester
Zeitraum19 Okt. 2020 → …

ASJC Scopus Sachgebiete

  • Allgemeine Computerwissenschaft

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