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HICSS
2002
IEEE
136views Biometrics» more  HICSS 2002»
14 years 1 months ago
Automated Decision Technology for Network Design in Cellular Communication Systems
The location and configuration of transmission infrastructure for cellular communication networks is a complex engineering task involving many competing objectives. While minimis...
Stuart M. Allen, Steve Hurley, Roger M. Whitaker
CDC
2009
IEEE
169views Control Systems» more  CDC 2009»
14 years 1 months ago
Parametric regret in uncertain Markov decision processes
— We consider decision making in a Markovian setup where the reward parameters are not known in advance. Our performance criterion is the gap between the performance of the best ...
Huan Xu, Shie Mannor
FMCAD
2007
Springer
14 years 24 days ago
Boosting Verification by Automatic Tuning of Decision Procedures
Parameterized heuristics abound in computer aided design and verification, and manual tuning of the respective parameters is difficult and time-consuming. Very recent results from ...
Frank Hutter, Domagoj Babic, Holger H. Hoos, Alan ...
ICTAI
2000
IEEE
14 years 15 days ago
Building efficient partial plans using Markov decision processes
Markov Decision Processes (MDP) have been widely used as a framework for planning under uncertainty. They allow to compute optimal sequences of actions in order to achieve a given...
Pierre Laroche
ITS
2000
Springer
94views Multimedia» more  ITS 2000»
14 years 15 days ago
DT Tutor: A Decision-Theoretic, Dynamic Approach for Optimal Selection of Tutorial Actions
DT Tutor uses a decision-theoretic approach to select tutorial actions for coached problem solving that are optimal given the tutor's beliefs and objectives. It employs a mode...
R. Charles Murray, Kurt VanLehn