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ECAI
2008
Springer
15 years 8 months ago
A New Approach to Planning in Networks
Control of networks like those for transportation, power distribution, communication to name a few, provides challenges to planning and scheduling. Many problems can be defined in ...
Jussi Rintanen
ALT
2010
Springer
15 years 8 months ago
Distribution-Dependent PAC-Bayes Priors
We further develop the idea that the PAC-Bayes prior can be informed by the data-generating distribution. We prove sharp bounds for an existing framework of Gibbs algorithms, and ...
Guy Lever, François Laviolette, John Shawe-...
ACE
2004
258views Education» more  ACE 2004»
15 years 8 months ago
Using a Maze Case Study to Teach Object-Oriented Programming and Design Patterns
In order to teach object-oriented design and programming in introductory computer science it is imperative to teach objects from the very beginning of the course. The use of inter...
Chris Nevison, Barbara Wells
IJCAI
2001
15 years 8 months ago
Robot Weightlifting By Direct Policy Search
This paper describes a method for structuring a robot motor learning task. By designing a suitably parameterized policy, we show that a simple search algorithm, along with biologi...
Michael T. Rosenstein, Andrew G. Barto
UAI
2007
15 years 7 months ago
A System for Ontologically-Grounded Probabilistic Matching
This paper is part of a project to match descriptions of real-world instances and probabilistic models, both of which can be described at mulvel of abstraction and detail. We use ...
Rita Sharma, David Poole, Clinton Smyth