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» Symmetry in Decision Evaluation
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COLT
2006
Springer
15 years 10 months ago
Online Learning with Constraints
In this paper, we study a sequential decision making problem. The objective is to maximize the total reward while satisfying constraints, which are defined at every time step. The...
Shie Mannor, John N. Tsitsiklis
DEXA
2006
Springer
80views Database» more  DEXA 2006»
15 years 10 months ago
Scalable Automated Service Composition Using a Compact Directory Digest
The composition of services that are indexed in a large-scale service directory often involves many complex queries issued by the service composition algorithm to the directory. Th...
Walter Binder, Ion Constantinescu, Boi Faltings
VLDB
2000
ACM
103views Database» more  VLDB 2000»
15 years 10 months ago
Performance Issues in Incremental Warehouse Maintenance
A well-known challenge in data warehousing is the efficient incremental maintenance of warehouse data in the presence of source data updates. In this paper, we identify several cr...
Wilburt Labio, Jun Yang 0001, Yingwei Cui, Hector ...
AAAI
2007
15 years 8 months ago
R-CAST: Integrating Team Intelligence for Human-Centered Teamwork
Developing human-centered agent architectures requires the integral consideration of architectural flexibility, teamwork adaptability, and context reasoning capability. With the ...
Xiaocong Fan, John Yen
FLAIRS
2007
15 years 8 months ago
System Diagnosability Analysis Using p-slop MAP
Researchers have reported successful deployments of diagnosis decision support systems based on Bayesian networks. However, the methodology for evaluating the diagnosability for s...
Tsai-Ching Lu, K. Wojtek Przytula