Evolutionary Robotics: Fundamentals and Applications

· Artificial Intelligence Libro 265 · One Billion Knowledgeable
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Informazioni su questo ebook

What Is Evolutionary Robotics

An embodied approach to artificial intelligence (AI), evolutionary robotics involves the creation of robots by the use of Darwinian concepts of natural selection during the design process. A behavioral goal can be used to guide the design of a robot or a subsystem of a robot, such as a neural controller. This design is then optimized. In most cases, designs are reviewed using computer simulations because it would be extremely expensive to physically fabricate thousands or millions of designs and test them in the actual world due to the amount of time, money, and risk involved.


How You Will Benefit


(I) Insights, and validations about the following topics:


Chapter 1: Evolutionary Robotics


Chapter 2: Evolutionary Algorithm


Chapter 3: Evolutionary Computation


Chapter 4: Neuroevolution


Chapter 5: Neuroevolution of Augmenting Topologies


Chapter 6: Evolvable Hardware


Chapter 7: Dario Floreano


Chapter 8: Stefano Nolfi


Chapter 9: HyperNEAT


Chapter 10: Evolutionary Developmental Robotics


(II) Answering the public top questions about evolutionary robotics.


(III) Real world examples for the usage of evolutionary robotics in many fields.


(IV) 17 appendices to explain, briefly, 266 emerging technologies in each industry to have 360-degree full understanding of evolutionary robotics' technologies.


Who This Book Is For


Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of evolutionary robotics.

Informazioni sull'autore

Fouad Sabry is the former Regional Head of Business Development for Applications at HP. Fouad has received his B.Sc. of Computer Systems and Automatic Control in 1996, dual master’s degrees from University of Melbourne (UoM) in Australia, Master of Business Administration (MBA) in 2008, and Master of Management in Information Technology (MMIT) in 2010. Fouad has more than 30 years of experience in Information Technology and Telecommunications fields, working in local, regional, and international companies, such as Vodafone and IBM. Fouad joined HP in 2013 and helped develop the business in tens of markets. Currently, Fouad is an entrepreneur, author, futurist, and founder of One Billion Knowledge (1BK) Initiative.

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