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This monograph is a comprehensive introduction to the field of
soccer robotics. Soccer robotics has become an important research
area integrating mechatronics, computer science and artificial
intelligence techniques to create real-world autonomous systems. It
also serves as a popular test arena in which to compare the
different approaches, in diverse types of competition and with
varying levels of distributed perception and collaboration. The
focus of this monograph is the FIRA framework of Soccer Robotics,
in particular MiroSot, which uses a central overhead camera to
overview the whole soccer field and a central control of the
robots. "Soccer Robotics" completely describes the different
requirements to create a soccer team and details the hardware
aspects, the computer vision needed, navigation, action selection,
basic skills and game strategy. These aspects are described at an
undergraduate level, resulting in a book not only useful as a text
for courses but also indispensable for everyone who wants to
participate in MiroSot robotics.
This book explores the concept of artificial intelligence based on
knowledge-based algorithms. Given the current hardware and software
technologies and artificial intelligence theories, we can think of
how efficient to provide a solution, how best to implement a model
and how successful to achieve it. This edition provides readers
with the most recent progress and novel solutions in artificial
intelligence. This book aims at presenting the research results and
solutions of applications in relevance with artificial intelligence
technologies. We propose to researchers and practitioners some
methods to advance the intelligent systems and apply artificial
intelligence to specific or general purpose. This book consists of
13 contributions that feature fuzzy (r, s)-minimal pre- and -open
sets, handling big coocurrence matrices, Xie-Beni-type fuzzy
cluster validation, fuzzy c-regression models, combination of
genetic algorithm and ant colony optimization, building expert
system, fuzzy logic and neural network, individual role adaptation
for team sports, application of polynomial neural networks,
recursive neuro-fuzzy algorithm for water management, application
of interactive genetic algorithm, and Artificial Neural Network
(ANN) model. This edition is published in original, peer reviewed
contributions covering from initial design to final prototypes and
verification.
This monograph is a comprehensive introduction to the field of
soccer robotics. Soccer robotics has become an important research
area integrating mechatronics, computer science and artificial
intelligence techniques to create real-world autonomous systems. It
also serves as a popular test arena in which to compare the
different approaches, in diverse types of competition and with
varying levels of distributed perception and collaboration. The
focus of this monograph is the FIRA framework of Soccer Robotics,
in particular MiroSot, which uses a central overhead camera to
overview the whole soccer field and a central control of the
robots. "Soccer Robotics" completely describes the different
requirements to create a soccer team and details the hardware
aspects, the computer vision needed, navigation, action selection,
basic skills and game strategy. These aspects are described at an
undergraduate level, resulting in a book not only useful as a text
for courses but also indispensable for everyone who wants to
participate in MiroSot robotics.
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