SimpAI: Evolutionary Heuristics for the ColorShapeLinks Board Game Competition

ion 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 challeng...

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Bibliographic Details
Main Author: Fernandes, Pedro M. A. (author)
Other Authors: Inácio, Pedro M. A. (author), Feliciano, Hugo (author), Fachada, Nuno (author)
Format: bookPart
Language:eng
Published: 2022
Subjects:
BOARD GAMES
ARTIFICIAL INTELLIGENCE
EVOLUTIONARY HEURISTICS
SIMPLEXITY
COLORSHAPELINKS
HEURISTIC METHODS
JOGOS DE TABULEIRO
INTELIGÊNCIA ARTIFICIAL
HEURÍSTICAS EVOLUCIONÁRIAS
MÉTODOS HEURÍSTICOS
Online Access:http://hdl.handle.net/10437/12558
Country:Portugal
Oai:oai:recil.ensinolusofona.pt:10437/12558
Description
Summary:ion 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.

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