Artificial intelligence publications
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Understanding Evidential Reasoning
We show that evidential reasoning can be interpreted in terms of classical probability theory and that the Dempster-Shafer calculus of evidence may be considered to be a form of generalized…
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Plan Evaluation under Uncertainity
This article appeared in the Proceedings of the Defense Advanced Research Project Agency (DARPA) Workshop on Innovative Approaches to Planning, Scheduling, and Control.
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Intelligent monitoring and diagnosis of semiconductor manufacturing
The use of AI methods to monitor and control semiconductor fabrication in a state-of-the-art manufacturing environment called the Rapid Thermal Multiprocessor is described.
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Approximate Reasoning: Past, Present, Future
To contrast their objectives and characteristics with the sound deductive procedures of classical logic, methodologies developed for that purpose are usually described as relying on Approximate Reasoning. Using a unified…
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On Acting Together
We present a formal definition of what it could mean for a group to jointly commit to a common goal, and explore how these joint commitments relate to the individual…
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Introducing The Tileworld: Experimentally Evaluating Agent Architectures
We describe a system called Tileworld, which consists of a simulated robot agent and a simulated environment which is both dynamic and unpredictable. We describe our initial experiments using Tileworld,…
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A Survey Of AI Approaches To The Integration Of Information
In this paper, we first review briefly a variety of AI inference techniques, focusing primarily on logical inference and uncertain reasoning methods. We conclude with a survey of approaches used…
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Decision-Making In An Embedded Reasoning System
This paper describes some of the features of a Procedural Reasoning System (PRS) that enables it to operate effectively in such environments.
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What is Information?
Keywords: Artificial Intelligence, Artificial Intelligence Center, AIC
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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.