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KDD
2002
ACM
147views Data Mining» more  KDD 2002»
14 years 5 months ago
Sequential cost-sensitive decision making with reinforcement learning
Recently, there has been increasing interest in the issues of cost-sensitive learning and decision making in a variety of applications of data mining. A number of approaches have ...
Edwin P. D. Pednault, Naoki Abe, Bianca Zadrozny
NIPS
2008
13 years 6 months ago
Adapting to a Market Shock: Optimal Sequential Market-Making
We study the profit-maximization problem of a monopolistic market-maker who sets two-sided prices in an asset market. The sequential decision problem is hard to solve because the ...
Sanmay Das, Malik Magdon-Ismail
COGSCI
2006
127views more  COGSCI 2006»
13 years 4 months ago
Decision Making and Confidence Given Uncertain Advice
We study human decision making in a simple forced-choice task that manipulates the frequency and accuracy of available information. Empirically, we find that people make decisions...
Michael D. Lee, Matthew J. Dry
ICRA
2007
IEEE
175views Robotics» more  ICRA 2007»
13 years 11 months ago
A Decision-Making Framework for Control Strategies in Probabilistic Search
Abstract— This paper presents the search problem formulated as a decision problem, where the searcher decides whether the target is present in the search region, and if so, where...
Timothy H. Chung, Joel W. Burdick
EAAI
2007
87views more  EAAI 2007»
13 years 4 months ago
Experience-based service provider selection in agent-mediated E-Commerce
For a given service demand, it is necessary to select a suitable service provider among many possibilities. An accurate selection is difficult when consumers do not have a signi...
Murat Sensoy, F. Canan Pembe, Hande Zirtiloglu, Pi...