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98
Voted
AIME
2005
Springer
15 years 6 months ago
2005
Springer
Abstract. Clinical Practice Guidelines (CPGs) are increasingly common in clinical medicine for prescribing a set of rules that a physician should follow. Recent interest is in accu...
94
Voted
ATAL
2005
Springer
15 years 6 months ago
2005
Springer
We introduce the Multiagent Agreement Problem (MAP) to represent a class of multiagent scheduling problems. MAP is based on the Distributed Constraint Reasoning (DCR) paradigm and...
113
Voted
DCOSS
2005
Springer
15 years 6 months ago
2005
Springer
Tracking is one of the major applications of wireless sensor networks. EnviroSuite, as a programming paradigm, provides a comprehensive solution for programming tracking applicatio...
133
Voted
ECML
2005
Springer
15 years 6 months ago
2005
Springer
This paper investigates a novel model-free reinforcement learning architecture, the Natural Actor-Critic. The actor updates are based on stochastic policy gradients employing Amari...
130
Voted
ECML
2005
Springer
15 years 6 months ago
2005
Springer
We study cost-sensitive learning of decision trees that incorporate both test costs and misclassification costs. In particular, we first propose a lazy decision tree learning that ...