期刊名称:Inteligencia Artificial : Ibero-American Journal of Artificial Intelligence
印刷版ISSN:1137-3601
电子版ISSN:1988-3064
出版年度:2021
卷号:24
期号:68
DOI:10.4114/intartif.vol24iss68pp1-20
语种:English
出版社:Spanish Association for Intelligence Artificial
摘要: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.