Centro de Documentacion de Fundación MAPFRE - Evaluating the impact of curriculum learning on the training process for an intelligent agent in a video game

Notas: Sumario: We want to measure the impact of the curriculum learning technique on a reinforcement training setup, several experiments were designed with different training curriculums adapted for the video game chosen as a case study. Then all were executed on a selected game simulation platform, using two reinforcement learning algorithms, and using the mean cumulative reward as a performance measure. Results suggest that curriculum learning has a significant impact on the training process, increasing training times in some cases, and decreasing them up to 40% percent in some other cases.

Registros relacionados: En: Revista Iberoamericana de Inteligencia Artificial. - : IBERAMIA, Sociedad Iberoamericana de Inteligencia Artificial , 2018- = ISSN 1988-3064. - 04/10/2021 Volumen 24 Número 68 - octubre 2021 , p. 1-20Materia / lugar / evento: Inteligencia artificial Machine learning Otros autores: Sáenz, Rigoberto
Otras clasificaciones: 922.134

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