MARC Record from marc_nuls

LEADER: 03590cam 2200433 i 4500
001 9925178675501661
005 20150423154510.0
008 130708t20142014maua b 001 0 eng
010 $a 2013025304
019 $a880912532
020 $a9780262026765 (hardcover : alk. paper)
020 $a0262026767 (hardcover : alk. paper)
035 $a(OCoLC)852957192$z(OCoLC)880912532
035 $a99960868537
035 $a(OCoLC)ocn852957192
040 $aDLC$beng$erda$cDLC$dYDX$dOCLCO$dYDXCP$dBTCTA$dBDX$dUKMGB$dOCLCO$dOCLCF$dAU@
042 $apcc
050 00 $aTJ211.37$b.H65 2014
082 00 $a629.8/92$223
245 04 $aThe horizons of evolutionary robotics /$cedited by Patricia A. Vargas, Ezequiel A. Di Paolo, Inman Harvey, and Phil Husbands.
264 1 $aCambridge, Massachusetts ;$aLondon :$bThe MIT Press,$c[2014]
264 4 $c℗♭2014
300 $ax, 302 pages :$billustrations ;$c24 cm.
336 $atext$2rdacontent
337 $aunmediated$2rdamedia
338 $avolume$2rdacarrier
490 1 $aIntelligent robotics and autonomous agents
504 $aIncludes bibliographical references and index.
505 0 $aMachine generated contents note: 1. Context and Challenges for Evolutionary Robotics / Phil Husbands -- 2. Evolutionary Robotics and Neuroscience / Michael O'Shea -- 3. Dynamical Analysis of Evolved Agents: A Primer / Randall D. Beer -- 4. Evolutionary Pathways / Ezequiel A. Di Paolo -- 5. Exploring the Roots of Spatial Cognition in Artificial and Natural Organisms: The Evolutionary Robotics Approach / Michela Ponticorvo -- 6. Why Morphology Matters / Josh Bongard -- 7. Evolutionary Swarm Robotics: A Theoretical and Methodological Itinerary from Individual Neurocontrollers to Collective Behaviors / Marco Dorigo -- 8. Evolution of Communication in Robots / Stefano Nolfi -- 9. Evolving Cooperation: From Biology to Engineering / Dario Floreano -- 10. Understanding Higher-Order Cognitive Brain Mechanisms by Conducting Evolutional Neuro-robotics Experiments / Rainer W. Paine -- 11. Incremental Evolution of an Omni-directional Biped for Rugged Terrain / Inman Harvey.
505 0 $aContents note continued: 12. Mindless Intelligence: Reflections on the Future of Al / Jordan B. Pollack.
520 $aEvolutionary robotics (ER) aims to apply evolutionary computation techniques to thedesign of both real and simulated autonomous robots. This book soffers an authoritative overview of this rapidly developing field, presentingstate-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 ofevolved agents; constructing appropriate evolutionary pathways; spatial cognition; the coevolutionof robot brains and bodies; group behavior; the evolution of communication; translating evolvedbehavior into design principles; the development of an evolutionary robotics based methodology forshedding 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.
650 0 $aEvolutionary robotics.
700 1 $aVargas, Patricia A.,$d1969-
700 1 $aDi Paolo, Ezequiel A.
700 1 $aHarvey, Inman.
700 1 $aHusbands, Phil.
830 0 $aIntelligent robotics and autonomous agents.
947 $hCIRCSTACKS$r31786102917660
980 $a99960868537