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IJCAI
2007
15 years 7 months ago
A Hybridized Planner for Stochastic Domains
Markov Decision Processes are a powerful framework for planning under uncertainty, but current algorithms have difficulties scaling to large problems. We present a novel probabil...
Mausam, Piergiorgio Bertoli, Daniel S. Weld
EUSFLAT
2001
116views Fuzzy Logic» more  EUSFLAT 2001»
15 years 7 months ago
Risk assessment in natural disasters with fuzzy probabilities
Risk assessment in regions with low earthquake activity is important for reinsurance companies and governmental building authorities. They need a complete picture of the possible ...
Uwe Wagner
SODA
2000
ACM
85views Algorithms» more  SODA 2000»
15 years 7 months ago
Improved bounds on the sample complexity of learning
We present a new general upper bound on the number of examples required to estimate all of the expectations of a set of random variables uniformly well. The quality of the estimat...
Yi Li, Philip M. Long, Aravind Srinivasan
CACM
2010
162views more  CACM 2010»
15 years 6 months ago
Understanding the dynamics of information management costs
As data volumes rise and retention periods increase, the appearance of "better, faster and cheaper" storage infrastructure seems like an all-encompassing solution to con...
Paul P. Tallon
JCM
2006
99views more  JCM 2006»
15 years 5 months ago
Distributed Admission Control in Multiservice IP Networks: Concurrency Issues
In distributed admission control (AC) schemes, handling concurrent AC decisions assumes a relevant role in avoiding over or false acceptance and, consequently, service quality degr...
Solange Rito Lima, Paulo Carvalho, Vasco Freitas