4032 search results - page 693 / 807 » Generality Is Predictive of Prediction Accuracy |
119
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JAIR
2011
14 years 11 months ago
2011
This paper describes a computationally feasible approximation to the AIXI agent, a universal reinforcement learning agent for arbitrary environments. AIXI is scaled down in two ke...
149
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INTERSPEECH
2010
14 years 11 months ago
2010
We recently proposed a method for HMM adaptation to noisy environments called Linear Spline Interpolation (LSI). LSI uses linear spline regression to model the relationship betwee...
186
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JCST
2010
14 years 11 months ago
2010
In this paper, we examine an emerging variation of the classification problem, which is known as the inverse classification problem. In this problem, we determine the features to b...
151
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ML
2010
ACM
14 years 11 months ago
2010
ACM
Graph representations of data are increasingly common. Such representations arise in a variety of applications, including computational biology, social network analysis, web applic...
126
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NCA
2010
IEEE
14 years 11 months ago
2010
IEEE
Programmability is an increasingly important barrier to the deployment of multi-robot systems, as no prior approach allows routine composition and reuse of general aggregate behavi...