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TAG: A tabletop games framework

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

Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer 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.

Original languageEnglish
Title of host publicationAIIDE 2020 Workshops
Subtitle of host publicationJoint Proceedings of the AIIDE 2020 Workshops co-located with 16th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE 2020)
DOIs
Publication statusPublished - 2020
Externally publishedYes
Event2020 Joint Artificial Intelligence and Interactive Digital Entertainment Workshops, AIIDE-WS 2020 - Worcester, United States
Duration: 19 Oct 2020 → …

Publication series

NameCEUR Workshop Proceedings
PublisherCEUR Workshop Proceedings
Volume2862
ISSN (Print)1613-0073

Conference

Conference2020 Joint Artificial Intelligence and Interactive Digital Entertainment Workshops, AIIDE-WS 2020
Country/TerritoryUnited States
CityWorcester
Period19 Oct 2020 → …

ASJC Scopus subject areas

  • General Computer Science

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