Listar por autor "García Sánchez, Pablo"
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Análisis de la técnica `Monte Carlo Tree Search' aplicada como Inteligencia Artifcial en el videojuego `Hearthstone: Heroes of Warcraft'
(2020-01-21)El objetivo que se persigue con este trabajo es analizar el rendimiento del método Monte Carlo Tree Search (MCTS), en el entorno del juego de cartas coleccionables Hearthstone: Heroes of WarcraftTM, buscando maximizar ... -
Deep Memetic Models for Combinatorial Optimization Problems: Application to the Tool Switching Problem
Amaya, Jhon Edgar; Cotta-Porras, Carlos
; Fernández-Leiva, Antonio José; García Sánchez, Pablo (Springer, 2020)
Memetic algorithms are techniques that orchestrate the interplay between population-based and trajectory-based algorithmic components. In particular, some memetic models can be regarded under this broad interpretation as ... -
Optimizing Hearthstone Agents using an Evolutionary Algorithm.
García Sánchez, Pablo; Tonda, Alberto; Fernández-Leiva, Antonio José; Cotta-Porras, Carlos (Elsevier, 2020)
Digital collectible card games are not only a growing part of the video game industry, but also an interesting research area for the field of computational intelligence. This game genre allows researchers to deal with ...