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IQ
2000
15 years 8 months ago
Improving Information Quality in Loan Approval Processes for Fair Lending and Fair Pricing
: Current banking data management on loan approval processes has great room for improvements of information quality and prevention of data problems in general, but especially with ...
M. Cary Collins, Frank M. Guess
AAAI
1996
15 years 8 months ago
Computing Optimal Policies for Partially Observable Decision Processes Using Compact Representations
: Partially-observable Markov decision processes provide a very general model for decision-theoretic planning problems, allowing the trade-offs between various courses of actions t...
Craig Boutilier, David Poole
TIP
2008
208views more  TIP 2008»
15 years 7 months ago
Vision Processing for Realtime 3-D Data Acquisition Based on Coded Structured Light
Structured light vision systems have been successfully used for accurate measurement of 3-D surfaces in computer vision. However, their applications are mainly limited to scanning ...
S. Y. Chen, Y. F. Li, Jianwei Zhang
JAIR
2000
152views more  JAIR 2000»
15 years 7 months ago
Value-Function Approximations for Partially Observable Markov Decision Processes
Partially observable Markov decision processes (POMDPs) provide an elegant mathematical framework for modeling complex decision and planning problems in stochastic domains in whic...
Milos Hauskrecht
188
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TALG
2010
73views more  TALG 2010»
15 years 5 months ago
Discounted deterministic Markov decision processes and discounted all-pairs shortest paths
We present two new algorithms for finding optimal strategies for discounted, infinite-horizon, Deterministic Markov Decision Processes (DMDP). The first one is an adaptation of...
Omid Madani, Mikkel Thorup, Uri Zwick