| Description |
1 online resource (xi, 379 pages) : illustrations |
| Series |
Lecture notes in computer science, 0302-9743 ; 7716. Lecture notes in artificial intelligence |
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LNCS sublibrary. SL 7, Artificial intelligence |
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Lecture notes in computer science ; 7716.
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Lecture notes in computer science. Lecture notes in artificial intelligence
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LNCS sublibrary. SL 7, Artificial intelligence.
|
| Contents |
Creativity, Cognitive Mechanisms, and Logic / Ahmed M.H. Abdel-Fattah, Tarek Besold -- MicroPsi 2: The Next Generation of the MicroPsi Framework / Joscha Bach -- An Extensible Language Interfacefor Robot Manipulation / Jonathan Connell, Etienne Marcheret, Sharath Pankanti -- Noisy Reasoners: Errors of Judgement in Humans and AIs / Fintan Costello -- 2012: The Connectome, WBE and AGI / Diana Deca -- Logical Prior Probability / Abram Demski -- A Representation Theorem for Decisions about Causal Models / Daniel Dewey -- Modular Value Iteration through Regional Decomposition / Linus Gisslen, Mark Ring, Matthew Luciw -- Perception Processing for General Intelligence: Bridging the Symbolic/Subsymbolic Gap / Ben Goertzel -- On Attention Mechanisms for AGI Architectures:A Design Proposal / Helgi Páll Helgason, Eric Nivel, Kristinn R. Thórisson |
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A Framework for Representing Action Meaning in Artificial Systems via Force Dimensions / Paul Hemeren, Peter Gärdenfors -- Avoiding Unintended AI Behaviors / Bill Hibbard -- Decision Support for Safe AI Design / Bill Hibbard -- On Measuring Social Intelligence: Experiments on Competition and Cooperation / Javier Insa-Cabrera, José-Luis Benacloch-Ayuso -- Toward Tractable AGI: Challenges for System Identification in Neural Circuitry / Randal A. Koene -- CHREST Models of Implicit Learning and Board Game Interpretation / Peter Lane, Fernand Gobet -- Syntax-Semantic Mapping for General Intelligence: Language Comprehension as Hypergraph Homomorphism, Language Generation as Constraint Satisfaction / Ruiting Lian, Ben Goertzel, Shujing Ke, Jade O'Neill -- An Intelligent Theory of Cost for Partial Metric Spaces / Steve Matthews, Michael Bukatin |
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Fractal Analogies for General Intelligence / Keith McGreggor, Ashok Goel -- Pattern Mining for General Intelligence: The FISHGRAM Algorithm for Frequent and Interesting Subhypergraph Mining / Jade O'Neill, Ben Goertzel, Shujing Ke, Ruiting Lian -- Pursuing Artificial General Intelligence by Leveraging the Knowledge Capabilities of ACT-R / Alessandro Oltramari, Christian Lebiere -- Space-Time Embedded Intelligence / Laurent Orseau, Mark Ring -- Memory Issues of Intelligent Agents / Laurent Orseau, Mark Ring -- What Is It Like to Be a Brain Simulation? / Eray Özkural -- Extending Universal Intelligence Models with Formal Notion of Representation / Alexey Potapov, Sergey Rodionov -- Differences between Kolmogorov Complexity and Solomonoff Probability: Consequences for AGI / Alexey Potapov, Andrew Svitenkov, Yurii Vinogradov |
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Deconstructing Reinforcement Learning in Sigma / Paul S. Rosenbloom -- Extending Mental Imagery in Sigma / Paul S. Rosenbloom -- Binary Space Partitioning as Intrinsic Reward / Wojciech Skaba -- Perceptual Time, Perceptual Reality, and General Intelligence / Leslie S. Smith -- Transparent Neural Networks / Claes Strannegård, Olle Häggström, Johan Wessberg -- Optimistic AIXI / Peter Sunehag, Marcus Hutter -- On the Functional Contributions of Emotion Mechanisms to (Artificial) Cognition and Intelligence / Serge Thill, Robert Lowe -- Stupidity and the Ouroboros Model / Knud Thomsen -- On Ensemble Techniques for AIXI Approximation / Joel Veness, Peter Sunehag, Marcus Hutter -- Motivation Management in AGI Systems / Pei Wang -- Hippocampal Formation Mechanism Will Inspire Frame Generation for Building an Artificial General Intelligence / Hiroshi Yamakawa -- Fuzzy-Probabilistic Logic for Common Sense / King-Yin Yan |
| Summary |
This book constitutes the refereed proceedings of the 5th International Conference on Artificial General Intelligence, AGI 2012, held in Oxford, UK, in December 2012. The 34 revised full papers presented together with 4 invited keynote lectures were carefully reviewed and selected from 80 submissions. The papers are written by leading scientists involved in research and development of AI systems possessing general intelligence at the human level and beyond; with a special focus on humanoid robotics and AGI, cognitive robotics, creativity and AGI, the future evolution of advanced AGIs, and the dynamics of AGI goal systems |
| Analysis |
Computer science |
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Software engineering |
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Computer software |
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Artificial intelligence |
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Optical pattern recognition |
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Information Systems Applications (incl. Internet) |
| Bibliography |
Includes bibliographical references and author index |
| Notes |
English |
| Subject |
Artificial intelligence -- Congresses
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Informatique.
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Artificial intelligence
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| Genre/Form |
Conference papers and proceedings
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Software.
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| Form |
Electronic book
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| Author |
Bach, Joscha.
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Goertzel, Ben.
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Iklé, Matthew
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| ISBN |
9783642355066 |
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3642355064 |
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