143
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ICML
16 years 1 months ago
1995 IEEE 
In this paper we introduce Ant-Q, a family of algorithms which present many similarities with Q-learning (Watkins, 1989), and which we apply to the solution of symmetric and asymm...
131
Voted
ICML
16 years 1 months ago
1995 IEEE 
Partially observable Markov decision processes (pomdp's) model decision problems in which an agent tries to maximize its reward in the face of limited and/or noisy sensor fee...
125
Voted
COLT
15 years 4 months ago
1995 Springer
We investigate the problem of estimating the proportion vector which maximizes the likelihood of a given sample for a mixture of given densities. We adapt a framework developed for...
124
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ICML
16 years 1 months ago
1995 IEEE 
Understanding high-dimensional real world data usually requires learning the structure of the data space. The structure maycontain high-dimensional clusters that are related in co...
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Machine Learning