Machine Theory

50 Years of Artificial Intelligence: Essays Dedicated to the - download pdf or read online

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By Max Lungarella, Fumiya Iida, Josh Bongard, Rolf Pfeifer

ISBN-10: 3540772952

ISBN-13: 9783540772958

ISBN-10: 3540772960

ISBN-13: 9783540772965

This Festschrift quantity, released in get together of the fiftieth Anniversary of synthetic Intelligence, contains 34 refereed papers written through prime researchers within the box of synthetic Intelligence. The papers have been rigorously chosen from the invited lectures given on the fiftieth Anniversary Summit of AI, held on the Centro Stefano Franscini, Monte Verit`, Ascona, Switzerland, July 9-14, 2006.

The summit supplied a venue for discussions on historic, company, political and academic views of AI; clinical trade at the cutting-edge; speculations concerning the destiny; contributions via researchers from assorted yet similar components; shows of the most recent examine by means of best scientists within the box; in addition to many casual discussions one of the individuals and viewers. the chosen papers mirror the breadth of the themes provided and mentioned on the summit, protecting topics starting from the heritage and clients of AI, to speech reputation and processing, linguistics, bionics, and consciousness.

The papers are prepared in topical sections on old and Philosophical concerns; info conception and Quantification; Morphology and Dynamics; Ne

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Additional resources for 50 Years of Artificial Intelligence: Essays Dedicated to the 50th Anniversary of Artificial Intelligence

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Here we look back at important milestones of AI history, mention essential recent results, and speculate about what we may expect from the next 25 years, emphasizing the significance of the ongoing dramatic hardware speedups, and discussing G¨odel-inspired, self-referential, self-improving universal problem solvers. 1 Highlights of AI History—From G¨odel to 2006 G¨odel and Lilienfeld. In 1931, 75 years ago and just a few years after Julius Lilienfeld patented the transistor, Kurt G¨odel layed the foundations of theoretical computer science (CS) with his work on universal formal languages and the limits of proof and computation [5].

Research and early successes in symbolic processing dominated perhaps the first two decades of AI research and application, but the balance shifted in the 80s, with a renewed interest in neural networks and other forms of biologically inspired computation such as genetic algorithms. Significant advances were made throughout the 80s by studying more complex networks with “hidden” layers, or networks in which signals flow back in the network becoming recurrent, thus making it possible to deal with temporal structures (Elman, 1991).

Principles of artificial intelligence. : Gradient calculations for dynamic recurrent neural networks: A survey. : Understanding Intelligence. : All Life Is Problem Solving. : Evolutionsstrategie - Optimierung technischer Systeme nach Prinzipien der biologischen Evolution. Dissertation, 1971. : Modeling by shortest data description. : The SOAR Papers. : Curious model-building control systems. In: Proceedings of the International Joint Conference on Neural Networks, Singapore, vol. 2, pp. 1458–1463.

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50 Years of Artificial Intelligence: Essays Dedicated to the 50th Anniversary of Artificial Intelligence by Max Lungarella, Fumiya Iida, Josh Bongard, Rolf Pfeifer


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