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Titlebook: Universal Semantic Communication; Brendan Juba Book 2011 Springer-Verlag Berlin Heidelberg 2011 communication.computational learning theor

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书目名称Universal Semantic Communication
编辑Brendan Juba
视频video
概述The book includes a Foreword by Oded Goldreich.The theory introduces formal notions of feedback that capture the essence of whether or not reliable universal protocols can be constructed in many natur
图书封面Titlebook: Universal Semantic Communication;  Brendan Juba Book 2011 Springer-Verlag Berlin Heidelberg 2011 communication.computational learning theor
描述.Is meaningful communication possible between two intelligent parties who share no common language or background? In this work, a theoretical framework is proposed in which it is possible to address when and to what extent such semantic communication is possible: such problems can be rigorously addressed by explicitly focusing on the goals of the communication. Under this framework, it is possible to show that for many goals, communication without any common language or background is possible using universal protocols..This work should be accessible to anyone with an undergraduate-level knowledge of the theory of computation. The theoretical framework presented here is of interest to anyone wishing to design systems with flexible interfaces, either among computers or between computers and their users..
出版日期Book 2011
关键词communication; computational learning theory; cryptography; human-computer interaction; networks; theory
版次1
doihttps://doi.org/10.1007/978-3-642-23297-8
isbn_softcover978-3-642-44079-3
isbn_ebook978-3-642-23297-8
copyrightSpringer-Verlag Berlin Heidelberg 2011
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The power of relaxed models,fety in Theorem 6.23, which was not bound by such limitations. We will see, in this chapter, that this gap can be exploited: when the reliability requirement of the protocols is relaxed in some natural ways, we can substantially extend the class of goals that we can achieve universally. We will firs
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The error complexity of strategies in infinite executions, class of sufficiently simple strategies, there exist universal strategies that only incur a number of errors that is polynomial in the length of the description of the relevant user strategy. In fact, it turns out that the problem of constructing such a universal user for multi-session goal in whic
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Towards applications: communication with a changing network protocol,hat allows them to verify that they receive the correct messages after a (bounded) adversarial modification of the protocol, under the assumption that the encoding of the data under the protocol is computable in a single pass by a small-space program (and given that the modification is computed by a
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Conclusions and directions for future work,challenge of Chapter 4 lies in the design of servers that are “easy to use” with respect to some “natural” distribution on protocols. We will see that this latter question seems quite closely related to the problem of designing usable computer interfaces.
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