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MDAI
2009
Springer
14 years 3 months ago
Using Conditional Random Fields for Decision-Theoretic Planning
We propose a means of extending Conditional Random Field modeling to decision-theoretic planning where valuation is dependent upon fullyobservable factors. Representation is discu...
Paul A. Ardis, Christopher M. Brown
AAAI
2007
13 years 11 months ago
An Ironing-Based Approach to Adaptive Online Mechanism Design in Single-Valued Domains
Online mechanism design considers the problem of sequential decision making in a multi-agent system with self-interested agents. The agent population is dynamic and each agent has...
David C. Parkes, Quang Duong
WSC
2000
13 years 10 months ago
Simulation for recurring decisions
In recent years simulation proved to be a useful technology to support the making of recurring decisions. This paper describes the integrated simulator concept and requirements to...
K. Guus C. de Ruiter, Joost M. Sluijs, Wilbert B. ...
WSC
2008
13 years 11 months ago
Enhancing simulation as improvement and decision support system tool
Lecturing a Discrete Event Simulation course implies some challenges for the instructors. These challenges implies taking decisions from the design of the course to the selection ...
Heriberto Garcia, Eduardo Garcia
CI
2006
94views more  CI 2006»
13 years 9 months ago
Against Optimality: Logical Foundations for Decision-Theoretic Planning in Autonomous Agents
This paper investigates decision-theoretic planning in sophisticated autonomous agents operating in environments of real-world complexity. An example might be a planetary rover ex...
John L. Pollock