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UAI
2008
15 years 3 months ago
Dyna-Style Planning with Linear Function Approximation and Prioritized Sweeping
We consider the problem of efficiently learning optimal control policies and value functions over large state spaces in an online setting in which estimates must be available afte...
Richard S. Sutton, Csaba Szepesvári, Alborz...
CIDR
2003
164views Algorithms» more  CIDR 2003»
15 years 3 months ago
Capacity Bound-free Web Warehouse
Web cache technologies have been developed as an extension of CPU cache, by modifying LRU (Least Recently Used) algorithms. Actually in web cache systems, we can use disks and ter...
Yahiko Kambayashi, Kai Cheng
NIPS
2004
15 years 3 months ago
Confidence Intervals for the Area Under the ROC Curve
In many applications, good ranking is a highly desirable performance for a classifier. The criterion commonly used to measure the ranking quality of a classification algorithm is ...
Corinna Cortes, Mehryar Mohri
ATAL
2010
Springer
15 years 3 months ago
Multi robotic exploration with communication requirement to a fixed base station
d Abstract) Piyoosh Mukhija IIIT Hyderabad Rahul Sawhney IIIT Hyderabad K Madhava Krishna IIIT Hyderabad We present an algorithm for multi robotic exploration of an unknown terrai...
Piyoosh Mukhija, Rahul Sawhney, K. Madhava Krishna
BMCBI
2010
117views more  BMCBI 2010»
15 years 2 months ago
New decoding algorithms for Hidden Markov Models using distance measures on labellings
Background: Existing hidden Markov model decoding algorithms do not focus on approximately identifying the sequence feature boundaries. Results: We give a set of algorithms to com...
Daniel G. Brown 0001, Jakub Truszkowski
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