| Description |
1 online resource (xii, 205 pages) : illustrations |
| Series |
Lecture notes in computer science, 1611-3349 ; 7999. Lecture notes in artificial intelligence |
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LNCS sublibrary. SL 7, Artificial intelligence |
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Lecture notes in computer science ; 7999. 1611-3349
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Lecture notes in computer science. Lecture notes in artificial intelligence
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LNCS sublibrary. SL 7, Artificial intelligence.
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| Contents |
Full Papers. Utilizing Cognitive Mechanisms in the Analysis of Counterfactual Conditionals by AGI Systems / Ahmed M.H. Abdel-Fattah, Ulf Krumnack, Kai-Uwe Kühnberger -- When Almost Is Not Even Close: Remarks on the Approximability of HDTP / Tarek Richard Besold, Robert Robere -- Lojban++: An Interlingua for Communication between Humans and AGIs / Ben Goertzel -- Integrating Feature Selection into Program Learning / Ben Goertzel [and others] -- Integrating Deep Learning Based Perception with Probabilistic Logic via Frequent Pattern Mining / Ben Goertzel, Ted Sanders, Jade O'Neill -- Predictive Heuristics for Decision-Making in Real-World Environments / Helgi Páll Helgason [and others] -- Knowledge Representation, Learning, and Problem Solving for General Intelligence / Seng-Beng Ho, Fiona Liausvia -- Metacomputations and Program-Based Knowledge Representation / Vitaly Khudobakhshov |
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Towards a Programming Paradigm for Control Systems with High Levels of Existential Autonomy / Eric Nivel, Kristinn R. Thórisson -- Universal Induction with Varying Sets of Combinators / Alexey Potapov, Sergey Rodionov -- Modeling Two-Player Games in the Sigma Graphical Cognitive Architecture / David V. Pynadath [and others] -- Model Construction in General Intelligence / Stefan Schneider [and others] -- Resource-Bounded Machines are Motivated to be Effective, Efficient, and Curious / Bas R. Steunebrink [and others] -- Bounded Kolmogorov Complexity Based on Cognitive Models / Claes Strannegård [and others] -- A Cognitive Architecture Based on Dual Process Theory / Claes Strannegård [and others] -- Learning Agents with Evolving Hypothesis Classes / Peter Sunehag, Marcus Hutter -- Natural Language Processing by Reasoning and Learning / Pei Wang |
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Technical Communications. A Note on Tractability and Artificial Intelligence / Tarek Richard Besold, Robert Robere -- Human-Level Artificial Intelligence Must Be a Science / Tarek Richard Besold -- The Role of Specialized Intelligent Body-System Networks in Guiding General-Purpose Cognition / Ben Goertzel -- Special Session on Cognitive Robotics and AGI. Knowledgeable Talking Robots / Luigia Carlucci Aiello [and others] -- Cognitivist and Emergent Cognition -- An Alternative Perspective / Michael James Gratton -- Skill Learning and Inference Framework / Sang Hyoung Lee, Il Hong Suh |
| Summary |
This book constitutes the refereed proceedings of the 6th International Conference on Artificial General Intelligence, AGI 2013, held in Beijing, China, in July/August 2013. The 23 papers (17 full papers, 3 technical communications, and 3 special session papers) were carefully reviewed and selected from various submissions. The volume collects the current research endeavors devoted to develop formalisms, algorithms, and models, as well as systems that are targeted at general intelligence. Similar to the predecessor AGI conferences, researchers proposed different methodologies and techniques in order to bridge the gap between forms of specialized intelligence and general intelligence |
| 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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Pattern Recognition |
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Algorithm Analysis and Problem Complexity |
| Bibliography |
Includes bibliographical references and author index |
| Notes |
Print version record |
| Subject |
Artificial intelligence -- Congresses
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Artificial intelligence.
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Artificial Intelligence
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artificial intelligence.
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Artificial intelligence
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Kühnberger, Kai-Uwe, editior of compilation.
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Rudolph, Sebastian (Computer scientist), editor.
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Wang, Pei, 1958- editor.
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| ISBN |
9783642395215 |
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364239521X |
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