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AIME
2007
Springer
14 years 1 months ago
Variable Selection for Optimal Decision Making
This paper discusses variable selection for medical decision making; in particular decisions regarding when to provide treatment and which treatment to provide. Current variable se...
Lacey Gunter, Ji Zhu, Susan Murphy
AI
2005
Springer
14 years 1 months ago
Real-Time Decision Making for Large POMDPs
Abstract. In this paper, we introduce an approach called RTBSS (RealTime Belief Space Search) for real-time decision making in large POMDPs. The approach is based on a look-ahead s...
Sébastien Paquet, Ludovic Tobin, Brahim Cha...
ROBOCUP
2007
Springer
105views Robotics» more  ROBOCUP 2007»
14 years 1 months ago
Probabilistic Decision Making in Robot Soccer
Decision making is an important issue in robot soccer, which has not been investigated deeply enough by the RoboCup research community. This paper proposes a probabilistic approach...
Pablo Guerrero, Javier Ruiz-del-Solar, Gonzalo D&i...
ATAL
2010
Springer
13 years 8 months ago
Using geometric diffusions for recognition-primed multi-agent decision making
Several areas of multi-agent research, such as large-scale agent organization and experience-based decision making, demand novel perspectives and efficient approaches for multisca...
Xiaocong Fan, Meng Su
JUCS
2010
121views more  JUCS 2010»
13 years 6 months ago
Some Views on Information Fusion and Logic Based Approaches in Decision Making under Uncertainty
: Decision making under uncertainty is a key issue in information fusion and logic based reasoning approaches. The aim of this paper is to show noteworthy theoretical and applicati...
Yang Xu, Jun Liu, Luis Martínez, Da Ruan