(Enter summary)
Abstract: We are interested in the problem faced by an agent with limited computational
capabilities, embedded in a complex environment with other agents
and processes not under its control. Careful management of computational resources
is important for complex problem-solving tasks in which the time spent
in decision making affects the quality of the responses generated by a system.
This paper describes an approach to designing systems that are capable of taking
their own computational resources... (Update)
Context of citations to this paper: More
...different settings. These efforts typically assume a utility model for assigning value to the results and costs for allocated resources [6,48]. A key construct used in studies of deliberation of flexible procedures is the expected value of computation (EVC) 47,48,51,61]...
...threat. Due to bounded resources, the opportunity of dynamic adaptation poses the corresponding problem of deliberation scheduling [1, 4]. The SA CIRCA agent must determine how best to allocate its limited computational resources to improving controllers for various mission...
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BibTeX entry: (Update)
Mark Boddy and Thomas Dean. Decision-theoretic deliberation scheduling for problem solving in time-constrained environments. Artificial Intelligence, 67(2):245--286, 1994. http://citeseer.ist.psu.edu/boddy93decisiontheoretic.html More
@misc{ boddy94decisiontheoretic,
author = "M. Boddy and T. Dean",
title = "Decision-theoretic deliberation scheduling for problem solving in time-constrained
environments",
text = "Mark Boddy and Thomas Dean. Decision-theoretic deliberation scheduling
for problem solving in time-constrained environments. Artificial Intelligence,
67(2):245--286, 1994.",
year = "1994",
url = "citeseer.ist.psu.edu/boddy93decisiontheoretic.html" }
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