SimpAI: Evolutionary Heuristics for the ColorShapeLinks Board Game Competition

Pedro M.A. Fernandes, Pedro M.A. Inácio, Hugo Feliciano, Nuno Fachada

Resultado de pesquisarevisão de pares

2 Citações (Scopus)

Resumo

We present SimpAI, an AI agent created for the ColorShapeLinks competition, based on an arbitrarily sized version of the Simplexity board game. The agent uses a highly efficient parallelized Minimax-type search, with an heuristic function composed of several partial heuristics, the balance of which was optimized with an evolutionary algorithm. SimpAI was the runner-up in the competition’s most challenging session, which required an AI agent with good adaptation capabilities.

Idioma originalInglês
Título da publicação do anfitriãoVideogame Sciences and Arts - 12th International Conference, VJ 2020, Revised Selected Papers
EditoresInês Barbedo, Bárbara Barroso, Beatriz Legerén, Licínio Roque, João Paulo Sousa
EditoraSpringer Science and Business Media Deutschland GmbH
Páginas113-126
Número de páginas14
ISBN (impresso)9783030953041
DOIs
Estado da publicaçãoPublicadas - 2022
Evento12th International Conference on Videogame Sciences and Arts, VJ 2020 - Virtual, Online
Duração: 26 nov. 202028 nov. 2020

Série de publicação

NomeCommunications in Computer and Information Science
Volume1531 CCIS
ISSN (impresso)1865-0929
ISSN (eletrónico)1865-0937

Conferência

Conferência12th International Conference on Videogame Sciences and Arts, VJ 2020
CidadeVirtual, Online
Período26/11/2028/11/20

Nota bibliográfica

Publisher Copyright:
© 2022, Springer Nature Switzerland AG.

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