Artificial general intelligence
著者
書誌事項
Artificial general intelligence
（Cognitive technologies）
Springer, c2007
- : pbk.
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注記
Includes bibliographical references and index
内容説明・目次
内容説明
"Only a small community has concentratedon general intelligence. No one has tried to make a thinking machine . . . The bottom line is that we really haven't progressed too far toward a truly intelligent machine. We have collections of dumb specialists in small domains; the true majesty of general intelligence still awaits our attack. . . . We have got to get back to the deepest questions of AI and general intelligence. . . " -MarvinMinsky as interviewed in Hal's Legacy, edited by David Stork, 2000. Our goal in creating this edited volume has been to ?ll an apparent gap in the scienti?c literature, by providing a coherent presentation of a body of contemporary research that, in spite of its integral importance, has hitherto kept a very low pro?le within the scienti?c and intellectual community. This body of work has not been given a name before; in this book we christen it "Arti?cial General Intelligence" (AGI). What distinguishes AGI work from run-of-the-mill "arti?cial intelligence" research is that it is explicitly focused on engineering general intelligence in the short term. We have been active researchers in the AGI ?eld for many years, and it has been a pleasure to gather together papers from our colleagues working on related ideas from their own perspectives. In the Introduction we give a conceptual overview of the AGI ?eld, and also summarize and interrelate the key ideas of the papers in the subsequent chapters.
目次
Contemporary Approaches to Artificial General Intelligence.- The Logic of Intelligence.- The Novamente Artificial Intelligence Engine.- Essentials of General Intelligence - The Direct Path to Artificial General Intelligence.- Artificial Brains.- The New AI: General & Sound & Relevant for Physics.- Goedel Machines: Fully Self-referential Optimal Universal Self-improvers.- Universal Algorithmic Intelligence: A Mathematical Top-Down Approach.- Program Search as a Path to Artificial General Intelligence.- The Natural Way to Artificial Intelligence.- 3D Simulation: the Key to AI.- Levels of Organization in General Intelligence.- Index
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