000 04185nam a22005295i 4500
001 978-94-91216-62-6
003 DE-He213
005 20140220083350.0
007 cr nn 008mamaa
008 120831s2012 fr | s |||| 0|eng d
020 _a9789491216626
_9978-94-91216-62-6
024 7 _a10.2991/978-94-91216-62-6
_2doi
050 4 _aQ334-342
050 4 _aTJ210.2-211.495
072 7 _aUYQ
_2bicssc
072 7 _aTJFM1
_2bicssc
072 7 _aCOM004000
_2bisacsh
082 0 4 _a006.3
_223
100 1 _aWang, Pei.
_eeditor.
245 1 0 _aTheoretical Foundations of Artificial General Intelligence
_h[electronic resource] /
_cedited by Pei Wang, Ben Goertzel.
264 1 _aParis :
_bAtlantis Press :
_bImprint: Atlantis Press,
_c2012.
300 _aIX, 330 p. 37 illus., 4 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aAtlantis Thinking Machines,
_x1877-3273 ;
_v4
505 0 _aIntroduction -- Artificial Intelligence and Cognitive Modeling Have the Same Problem -- The Piaget-MacGuyver Room -- Beyond the Octopus: From General Intelligence toward a Human-like Mind -- One Decade of Universal Artificial Intelligence -- Deep Reinforcement Learning as Foundation for Artificial General Intelligence -- The LIDA Model as a Foundational Architecture for AGI -- The Architecture of Human-Like General Intelligence -- A New Constructivist AI -- Towards an Actual Gödel Machine Implementation -- Artificial General Intelligence Begins with Recognition -- Theory Blending as a Framework for Creativity in Systems for General Intelligence -- Modeling Emotion and Affect -- AGI and Machine Consciousness -- Human and Machine Consciousness as a Boundary Effect in the Concept -- Theories of Artificial Intelligence.
520 _aThis book is a collection of writings by active researchers in the field of Artificial General Intelligence, on topics of central importance in the field. Each chapter focuses on one theoretical problem, proposes a novel solution, and is written in sufficiently non-technical language to be understandable by advanced undergraduates or scientists in allied fields. This book is the very first collection in the field of Artificial General Intelligence (AGI) focusing on theoretical, conceptual, and philosophical issues in the creation of thinking machines. All the authors are researchers actively developing AGI projects, thus distinguishing the book from much of the theoretical cognitive science and AI literature, which is generally quite divorced from practical AGI system building issues. And the discussions are presented in a way that makes the problems and proposed solutions understandable to a wide readership of non-specialists, providing a distinction from the journal and conference-proceedings literature. The book will benefit AGI researchers and students by giving them a solid orientation in the conceptual foundations of the field (which is not currently available anywhere); and it would benefit researchers in allied fields by giving them a high-level view of the current state of thinking in the AGI field. Furthermore, by addressing key topics in the field in a coherent way, the collection as a whole may play an important role in guiding future research in both theoretical and practical AGI, and in linking AGI research with work in allied disciplines
650 0 _aComputer science.
650 0 _aArtificial intelligence.
650 0 _aComputer simulation.
650 0 _aConsciousness.
650 1 4 _aComputer Science.
650 2 4 _aArtificial Intelligence (incl. Robotics).
650 2 4 _aModels and Principles.
650 2 4 _aSimulation and Modeling.
650 2 4 _aCognitive Psychology.
700 1 _aGoertzel, Ben.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9789491216619
830 0 _aAtlantis Thinking Machines,
_x1877-3273 ;
_v4
856 4 0 _uhttp://dx.doi.org/10.2991/978-94-91216-62-6
912 _aZDB-2-SCS
999 _c105006
_d105006