DBLP:conf/ijcai/HorvitzCH89 +, KSL-89-01 + redirect page
Reflection and Action Under Scarce Resources: Theoretical Principles and Empirical Study + Has identifier
Reflection and Action Under Scarce Resources: Theoretical Principles and Empirical Study + Ksl tr id
Reflection and Action Under Scarce Resources: Theoretical Principles and Empirical Study + Number
| Reflection and Action Under Scarce Resources: Theoretical Principles and Empirical Study |
Bibtype
techreport
Has publishing details
1989
Has title
Reflection and Action Under Scarce Resources: Theoretical Principles and Empirical Study
Has where published
KSL-89-01
Has year
1989
Title
Reflection and Action Under Scarce Resources: Theoretical Principles and Empirical Study
Year
1989
Abstract
We define and exercise the expected value … We define and exercise the expected value of computation as a fundamental component of reflection about alternative inference strategies. We present a portion of Protos research focused on the interlacing of reflection and action under scarce resources, and discuss how the techniques have been applied in a high-stakes medical domain. The work centers on endowing a computational agent with the ability to harness incomplete characterizations of problem-solving performance to control the amount of effort applied to a problem or subproblem, before taking action in the world or turning to another problem. We explore the use of the techniques in controlling decision-theoretic inference itself, and pose the approach as a model of rationality under scarce resources. del of rationality under scarce resources.
Author
Eric Horvitz and David Heckerman and Gregory F. Cooper +
Has author
Eric Horvitz and David Heckerman and Gregory F. Cooper +
Has identifier
Reflection and Action Under Scarce Resources: Theoretical Principles and Empirical Study +
Institution
Knowledge Systems, AI Laboratory +
Ksl tr id
Reflection and Action Under Scarce Resources: Theoretical Principles and Empirical Study +
Number
Reflection and Action Under Scarce Resources: Theoretical Principles and Empirical Study +
Process note
YES +
Categories KSL Technical Report +, Publication +, Technical Report +
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