2354 search results - page 334 / 471 » Randomness, Stochasticity and Approximations |
149
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IJCAI
2007
15 years 7 months ago
2007
We present a general machine learning framework for modelling the phenomenon of missing information in data. We propose a masking process model to capture the stochastic nature of...
151
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IJCAI
2007
15 years 7 months ago
2007
We introduce an approach to autonomously creating state space abstractions for an online reinforcement learning agent using a relational representation. Our approach uses a tree-b...
136
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SODA
2008
ACM
15 years 7 months ago
2008
ACM
In this paper, we study an online make-to-order variant of the classical joint replenishment problem (JRP) that has been studied extensively over the years and plays a fundamental...
171
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NIPS
2007
15 years 7 months ago
2007
Unsupervised learning algorithms aim to discover the structure hidden in the data, and to learn representations that are more suitable as input to a supervised machine than the ra...
121
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AAAI
2004
15 years 7 months ago
2004
We describe an innovative solution to the problem of scheduling astronomy observations for the Stratospheric Observatory for Infrared Astronomy, an airborne observatory. The probl...