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- W42833667 abstract "This paper presents an experiment in knowledge-intensive programming within a general problem-solving production-system architecture called Soar. In Soar, knowledge is encoded within a set of problem spaces, which yields a system capable of reasoning from first principles. Expertise consists of additional rules that guide complex problem-space searches and substitute for expensive problem-space operators. The resulting system uses both knowledge and search when relevant. Expertise knowledge is acquired either by having it programmed, or by a chunking mechanism that automatically learns new rules reflecting the results implicit in the knowledge of the problem spaces. The approach is demonstrated on the computer-system configuration task, the task performed by the expert system R1." @default.
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- W42833667 date "1993-08-01" @default.
- W42833667 modified "2023-09-27" @default.
- W42833667 title "R1-Soar: an experiment in knowledge-intensive programming in a problem-solving architecture" @default.
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