Context and challenges for evolutionary robotics

Patricia Vargas, Ezequiel Di Paolo, Inman Harvey, Phil Husbands

Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

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.
Original languageEnglish
Title of host publicationThe Horizons of Evolutionary Robotics
EditorsP.A. Vargas, E. Di Paolo, I. Harvey, P. Husbands
PublisherMIT Press
ISBN (Electronic)9780262322232
ISBN (Print)9780262026765
Publication statusPublished - Mar 2014

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Robotics
Robots
Immune system
Evolutionary algorithms
Artificial intelligence
Brain
Engineers
Communication

Cite this

Vargas, P., Di Paolo, E., Harvey, I., & Husbands, P. (2014). Context and challenges for evolutionary robotics. In P. A. Vargas, E. Di Paolo, I. Harvey, & P. Husbands (Eds.), The Horizons of Evolutionary Robotics MIT Press.
Vargas, Patricia ; Di Paolo, Ezequiel ; Harvey, Inman ; Husbands, Phil . / Context and challenges for evolutionary robotics. The Horizons of Evolutionary Robotics. editor / P.A. Vargas ; E. Di Paolo ; I. Harvey ; P. Husbands. MIT Press, 2014.
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Vargas, P, Di Paolo, E, Harvey, I & Husbands, P 2014, Context and challenges for evolutionary robotics. in PA Vargas, E Di Paolo, I Harvey & P Husbands (eds), The Horizons of Evolutionary Robotics. MIT Press.

Context and challenges for evolutionary robotics. / Vargas, Patricia; Di Paolo, Ezequiel; Harvey, Inman; Husbands, Phil .

The Horizons of Evolutionary Robotics. ed. / P.A. Vargas; E. Di Paolo; I. Harvey; P. Husbands. MIT Press, 2014.

Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

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T1 - Context and challenges for evolutionary robotics

AU - Vargas, Patricia

AU - Di Paolo, Ezequiel

AU - Harvey, Inman

AU - Husbands, Phil

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N2 - 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.

AB - 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.

M3 - Chapter (peer-reviewed)

SN - 9780262026765

BT - The Horizons of Evolutionary Robotics

A2 - Vargas, P.A.

A2 - Di Paolo, E.

A2 - Harvey, I.

A2 - Husbands, P.

PB - MIT Press

ER -

Vargas P, Di Paolo E, Harvey I, Husbands P. Context and challenges for evolutionary robotics. In Vargas PA, Di Paolo E, Harvey I, Husbands P, editors, The Horizons of Evolutionary Robotics. MIT Press. 2014