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NIPS
1998
15 years 1 months ago
1998
In this paper, we address two issues of long-standing interest in the reinforcement learning literature. First, what kinds of performance guarantees can be made for Q-learning aft...
FOCM
2011
14 years 6 months ago
2011
The matrix rank minimization problem has applications in many fields such as system identification, optimal control, low-dimensional embedding etc. As this problem is NP-hard in ...
106
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NIPS
2001
15 years 1 months ago
2001
The paper studies machine learning problems where each example is described using a set of Boolean features and where hypotheses are represented by linear threshold elements. One ...
COMPLEXITY
2004
14 years 11 months ago
2004
nical Abstract Optimization is to find the "best" solution to a problem where the quality of a solution can be measured by a given criterion. Estimation of Distribution A...
3DIM
2005
IEEE
15 years 5 months ago
2005
IEEE
Automatic range image registration without any knowledge of the viewpoint requires identification of common regions across different range images and then establishing point corr...