RoboCup Soccer Training
Jose Antonio Alija
Broschiertes Buch

RoboCup Soccer Training

Using Reinforcement Learning to improve player skills

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RoboCup soccer, an education initiative and a solid platform for Machine Learning and robotics international research. RoboCup, provides a high dimensional state and action space multi-agent problem, in which autonomous agents have to work collectively to achieve a common goal; (in this case) with their teammates (other robots) to win the match. Few has been written about RoboCup Soccer that provides a full framework about practical implementation of Reinforcement learning algorithms in this field, being this the first purpose of this book, take the reader to applied artificial intelligence. A...