KSL-90-26 + redirect page
Ideal Partition of Resources for Metareasoning + Has identifier
Ideal Partition of Resources for Metareasoning + Ksl tr id
Ideal Partition of Resources for Metareasoning + Number
| Ideal Partition of Resources for Metareasoning |
Bibtype
techreport
Has publishing details
March,1990
Has title
Ideal Partition of Resources for Metareasoning
Has where published
KSL-90-26
Has year
1990
Title
Ideal Partition of Resources for Metareasoning
Year
1990
Abstract
We can achieve significant gains in the va … We can achieve significant gains in the value of computation by metareasoning about the nature or extent of base-level problem solving before executing a solution. However, resources that are irrevocably committed to metareasoning are not available for executing a solution. Thus, it is important to determine the portion of resources we wish to apply to metareasoning and control versus to the execution of a solution plan. Recent research on rational agency has highlighted the importance of limiting the consumption of resources by metareasoning machinery. We shall introduce the metareasoning-partition problem--the problem of ideally apportioning costly reasoning resources to planning a solution versus applying resource to executing a solution to a problem. We exercise prototypical metareasoning-partition models to probe the relationships between time allocated to metareasoning and to execution for different problem classes. Finally, we examine the value of metareasoning in the context of our functional analyses. in the context of our functional analyses.
Author
Eric Horvitz and John S. Breese +
Has author
Eric Horvitz and John S. Breese +
Has identifier
Ideal Partition of Resources for Metareasoning +
Institution
Knowledge Systems, AI Laboratory +
Ksl tr id
Ideal Partition of Resources for Metareasoning +
Month
March +
Number
Ideal Partition of Resources for Metareasoning +
Process note
NO +
Categories KSL Technical Report +, Publication +, Technical Report +
|
