Artificial intelligence publications
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A Framework for Evidential-Reasoning Systems
Evidential reasoning is a body of techniques that supports automated reasoning from evidence. It is based upon the Dempster-Shafer theory of belief functions. Both the formal basis and a framework…
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On Formal versus Commonsense Semantics
Pure mathematical semantics is either a part of or an application of mathematical logic. Real semantics, even though an application of mathematical logic, is a part of the theory of meaning or content.
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Automatically Generating Universal Attachments Through Compilation
In this paper, we describe a compilation-based method for automatically generating new programs and new universal attachments to those programs given a base set of existing programs and universal attachments.
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Can AI Planners Solve Practical Problems?
This paper describes this new extension and the new applications of the planner. One of these applications is the problem of producing products from raw materials on process lines under…
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Decision Analysis Using Belief Functions
In this paper we offer a probabilistic interpretation of a simple assumption that disambiguates decision problems represented with belief functions. We prove that it yields expected values identical to those…
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Toward a Foundation for Evaluating AI Planners
This paper presents criteria for evaluating AI planners; these criteria fall into three categories: (1) performance issues, (2) representational issues, and (3) communication issues.
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Review of ‘Logical Foundations for Belief Representation’
Keywords: Artificial Intelligence, Artificial Intelligence Center, AIC
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An Integrated Framework For Semantic and Pragmatic Interpretation
We report on a mechanism for semantic and pragmatic interpretation that has been designed to take advantage of the generally compositional nature of semantic analysis, without unduly constraining the order…
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An Analysis of the Distinction Between Deep and Shallow Expert Systems
This paper analyzes the relationship between the techniques used to build expert systems and the behaviors they exhibit to show that there is not sufficient evidence to link the behavioral…
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Coordinating the Use of Qualitative and Quantitative Knowledge in Declarative Device Modeling
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Automating Multisource Data Analysis
Over the past eight years, the Artificial Intelligence Center at SRI International has been developing new technology to address the problem of automated information management within real-world contexts. The result…
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A Survey Of Architectures For Distributed Artificial Intelligence
This report surveys literature and research in the field of distributed artificial intelligence (DAI) and provides an overview of computer architectures particularly suited to such research. It concentrates on work…