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Titlebook: Creating Brain-Like Intelligence; From Basic Principle Bernhard Sendhoff,Edgar Körner,Kenji Doya Book 2009 Springer-Verlag Berlin Heidelber

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发表于 2025-3-21 18:44:59 | 显示全部楼层 |阅读模式
书目名称Creating Brain-Like Intelligence
副标题From Basic Principle
编辑Bernhard Sendhoff,Edgar Körner,Kenji Doya
视频video
丛书名称Lecture Notes in Computer Science
图书封面Titlebook: Creating Brain-Like Intelligence; From Basic Principle Bernhard Sendhoff,Edgar Körner,Kenji Doya Book 2009 Springer-Verlag Berlin Heidelber
描述TheInternationalSymposiumCreatingBrain-LikeIntelligencewasheldinFeb- ary 2007 in Germany. The symposium brought together notable scientists from di?erent backgrounds and with di?erent expertise related to the emerging ?eld of brain-like intelligence. Our understanding of the principles behind brain-like intelligence is still limited. After all, we have had to acknowledge that after tremendous advances in areas like neural networks, computational and arti?cial intelligence (a ?eld that had just celebrated its 50 year anniversary) and fuzzy systems, we are still not able to mimic even the lower-level sensory capabilities of humans or animals. We asked what the biggest obstacles are and how we could gain ground toward a scienti?c understanding of the autonomy, ?exibility, and robustness of intelligent biological systems as they strive to survive. New principles are usually found at the interfaces between existing disciplines, and traditional boundaries between disciplines have to be broken down to see how complex systems become simple and how the puzzle can be assembled. During the symposium we could identify some recurring themes that p- vaded many of the talks and discussions. The t
出版日期Book 2009
关键词artificial intelligence; autonom; brain-body-environment; clustering; cognitive vision system; computer v
版次1
doihttps://doi.org/10.1007/978-3-642-00616-6
isbn_softcover978-3-642-00615-9
isbn_ebook978-3-642-00616-6Series ISSN 0302-9743 Series E-ISSN 1611-3349
issn_series 0302-9743
copyrightSpringer-Verlag Berlin Heidelberg 2009
The information of publication is updating

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Unbegrenzt teilbare Verteilungen,es are presented to illustrate the concept. We conclude with some speculations about potential lessons for neuroscience and robotics, in particular for building brain-like intelligence, and we present a theoretical scheme that can be used to embed the diverse case studies.
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,Momente und Gesetze der Großen Zahl,m of designing adaptive control and planning systems that can flexibly be coupled to multiple sources of information (be they of purely sensory nature or higher-level modulations such as task and constraint information) and equally formulated on any level of abstraction (motor control variables or s
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,Momente und Gesetze der Großen Zahl, resource limitations and their organization by means of an appropriate control substrate become a centerpiece for the creation of truly cognitive vision systems. We outline the main concepts that are required for the development of such systems, and discuss modern approaches to a few selected visio
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,-Räume und Satz von Radon-Nikodym,vior selection policy, the reward functions, and meta-parameters for reinforcement learning. We apply a biologically inspired selection scheme, in which there is no explicit communication of the individuals’ fitness information. The individuals can only reproduce offspring by mating, a pair-wise exc
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