The horizons of evolutionary robotics

Vargas, Patricia A, Di Paolo, Ezequiel A, Harvey, Inman and Husbands, Phil, eds. (2014) The horizons of evolutionary robotics. Intelligent Robotics and Autonomous Agents . MIT Press, Cambridge, MA, USA. ISBN 9780262026765

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Abstract

Evolutionary robotics (ER) aims to apply evolutionary computation techniques to the design of both real and simulated autonomous robots. The Horizons of Evolutionary Robotics offers an authoritative overview of this rapidly developing field, presenting state-of-the-art research by leading scholars. The result is a lively, expansive survey that will be of interest to computer scientists, robotics engineers, neuroscientists, and philosophers.

The contributors discuss incorporating principles from neuroscience into ER; dynamical analysis of evolved agents; constructing appropriate evolutionary pathways; spatial cognition; the coevolution of robot brains and bodies; group behavior; the evolution of communication; translating evolved behavior into design principles; the development of an evolutionary robotics–based methodology for shedding light on neural processes; an incremental approach to complex tasks; and the notion of “mindless intelligence"—complex processes from immune systems to social networks—as a way forward for artificial intelligence.

Item Type: Book
Schools and Departments: School of Engineering and Informatics > Informatics
Subjects: Q Science > QA Mathematics > QA0075 Electronic computers. Computer science
Q Science > QP Physiology > QP0351 Neurophysiology and neuropsychology > QP0361 Nervous system
Related URLs:
Depositing User: Phil Husbands
Date Deposited: 05 Aug 2014 11:39
Last Modified: 05 Aug 2014 11:39
URI: http://sro.sussex.ac.uk/id/eprint/49478
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