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Peter Norvig's libraryResults 91-100 of 206

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Bayesian Networks and Decision Graphs

Thomas Dyhre Nielsen, FINN VERNER JENSEN - 2007 - Science - Limited preview
This is a brand new edition of an essential work on Bayesian networks and decision graphs. It is an introduction to probabilistic graphical models including Bayesian networks and influence diagrams. The reader is guided through the two types of ...
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Graphical Models

Steffen L. Lauritzen - 1996 - Mathematics - Limited preview
The idea of modelling systems using graph theory has its origin in several scientific areas: in statistical physics (the study of large particle systems), in genetics (studying inheritable properties of natural species), and in interactions in ...
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Bayesian Networks and Decision Graphs

Finn V. Jensen - 2001 - Computers - Limited preview
A practical guide to normative systems: Causal and bayesian networks; Building models; learning, adaptation, and tuning; Decision graphs. Algorithms ofr normative systems: Belief updating in bayesian networks; Bayesian network analysis tools ...
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An Inductive Logic Programming Approach to Statistical Relational Learning

Kristian Kersting - 2006 - Computers - Limited preview
Talks about Logic Programming, Uncertainty Reasoning and Machine Learning. This book includes definitions that circumscribe the area formed by extending Inductive Logic Programming to cases annotated with probability values. It investigates the ...
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Modeling and Reasoning with Bayesian Networks

Adnan Darwiche - 2009 - Computers - Limited preview
This book is a thorough introduction to the formal foundations and practical applications of Bayesian networks. It provides an extensive discussion of techniques for building Bayesian networks that model real-world situations, including ...
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Bayesian Artificial Intelligence

Kevin B. Korb, Ann E. Nicholson - 2003 - Computers - No preview available
As the power of Bayesian techniques has become more fully realized, the field of artificial intelligence has embraced Bayesian methodology and integrated it to the point where an introduction to Bayesian techniques is now a core course in many ...
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Verbal behavior

Burrhus Frederic Skinner - 1957 - Language Arts & Disciplines - Snippet view
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Readings in Agents

Michael N. Huhns, Munindar Paul Singh - 1998 - Computers - No preview available
The world of agents comprises a broad range of intelligent programs that perform specific tasks on behalf of their users. Agents are distinguished from other types of software by their status as independent entities capable of completing complex ...
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Multiagent Systems: A Modern Approach to Distributed Artificial Intelligence

Gerhard Weiss - 1999 - Computers - Limited preview
An introduction to multiagent systems and contemporary distributed artificial intelligence, this text provides coverage of basic topics as well as closely-related ones. It emphasizes aspects of both theory and application and includes exercises ...
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Agent Technology: Foundations, Applications, and Markets

Michael J. Wooldridge - 1998 - Business & Economics - Limited preview
Agents are autonomous problem-solving software programs that are able to perform tasks in complex, dynamic environments, without receiving permanent guidance from the user. This is the first book on agents geared towards a wide audience of both ...
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