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» Learning context conditions for BDI plan selection
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JMLR
2002
137views more  JMLR 2002»
13 years 6 months ago
The Subspace Information Criterion for Infinite Dimensional Hypothesis Spaces
A central problem in learning is selection of an appropriate model. This is typically done by estimating the unknown generalization errors of a set of models to be selected from a...
Masashi Sugiyama, Klaus-Robert Müller
SIGCSE
2010
ACM
166views Education» more  SIGCSE 2010»
13 years 7 months ago
Introducing concurrency in CS 1
Because of the growing importance of concurrent programming, many people are trying to figure out where in the curriculum to introduce students to concurrency. In this paper we di...
Kim B. Bruce, Andrea Pohoreckyj Danyluk, Thomas P....
ICRA
2010
IEEE
101views Robotics» more  ICRA 2010»
13 years 5 months ago
Searching for objects: Combining multiple cues to object locations using a maximum entropy model
— In this paper, we consider the problem of how background knowledge about usual object arrangements can be utilized by a mobile robot to more efficiently find an object in an ...
Dominik Joho, Wolfram Burgard
CSB
2005
IEEE
137views Bioinformatics» more  CSB 2005»
14 years 14 days ago
A Learned Comparative Expression Measure for Affymetrix GeneChip DNA Microarrays
Perhaps the most common question that a microarray study can ask is, “Between two given biological conditions, which genes exhibit changed expression levels?” Existing methods...
Will Sheffler, Eli Upfal, John Sedivy, William Sta...
AAAI
1998
13 years 8 months ago
Learning Investment Functions for Controlling the Utility of Control Knowledge
The utility problem occurs when the cost of the acquired knowledge outweighs its bene ts. When the learner acquires control knowledge for speeding up a problem solver, the bene t ...
Oleg Ledeniov, Shaul Markovitch