Artificial General Intelligence

5th International Conference, AGI 2012, Oxford, UK, December 8-11, 2012. Proceedings

Editors:

ISBN: 978-3-642-35505-9 (Print) 978-3-642-35506-6 (Online)

Table of contents (38 chapters)

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  1. Front Matter

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    Pages 1-10

    Creativity, Cognitive Mechanisms, and Logic

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    Pages 11-20

    MicroPsi 2: The Next Generation of the MicroPsi Framework

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    Pages 21-30

    An Extensible Language Interfacefor Robot Manipulation

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    Pages 31-40

    Noisy Reasoners: Errors of Judgement in Humans and AIs

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    Pages 41-49

    2012: The Connectome, WBE and AGI

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    Pages 50-59

    Logical Prior Probability

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    Pages 60-68

    A Representation Theorem for Decisions about Causal Models

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    Pages 69-78

    Modular Value Iteration through Regional Decomposition

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    Pages 79-88

    Perception Processing for General Intelligence: Bridging the Symbolic/Subsymbolic Gap

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    Pages 89-98

    On Attention Mechanisms for AGI Architectures:A Design Proposal

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    Pages 99-106

    A Framework for Representing Action Meaning in Artificial Systems via Force Dimensions

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    Pages 107-116

    Avoiding Unintended AI Behaviors

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    Pages 117-125

    Decision Support for Safe AI Design

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    Pages 126-135

    On Measuring Social Intelligence: Experiments on Competition and Cooperation

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    Pages 136-147

    Toward Tractable AGI: Challenges for System Identification in Neural Circuitry

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    Pages 148-157

    CHREST Models of Implicit Learning and Board Game Interpretation

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    Pages 158-167

    Syntax-Semantic Mapping for General Intelligence: Language Comprehension as Hypergraph Homomorphism, Language Generation as Constraint Satisfaction

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    Pages 168-176

    An Intelligent Theory of Cost for Partial Metric Spaces

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    Pages 177-188

    Fractal Analogies for General Intelligence

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    Pages 189-198

    Pattern Mining for General Intelligence: The FISHGRAM Algorithm for Frequent and Interesting Subhypergraph Mining

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