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 original | Inglês |
---|---|
Título da publicação do anfitrião | Videogame Sciences and Arts - 12th International Conference, VJ 2020, Revised Selected Papers |
Editores | Inês Barbedo, Bárbara Barroso, Beatriz Legerén, Licínio Roque, João Paulo Sousa |
Editora | Springer Science and Business Media Deutschland GmbH |
Páginas | 113-126 |
Número de páginas | 14 |
ISBN (impresso) | 9783030953041 |
DOIs | |
Estado da publicação | Publicadas - 2022 |
Evento | 12th International Conference on Videogame Sciences and Arts, VJ 2020 - Virtual, Online Duração: 26 nov. 2020 → 28 nov. 2020 |
Série de publicação
Nome | Communications in Computer and Information Science |
---|---|
Volume | 1531 CCIS |
ISSN (impresso) | 1865-0929 |
ISSN (eletrónico) | 1865-0937 |
Conferência
Conferência | 12th International Conference on Videogame Sciences and Arts, VJ 2020 |
---|---|
Cidade | Virtual, Online |
Período | 26/11/20 → 28/11/20 |
Nota bibliográfica
Publisher Copyright:© 2022, Springer Nature Switzerland AG.