AAAI
2015
10 years 1 months ago
2015
Markov Logic is a powerful representation that unifies first-order logic and probabilistic graphical models. However, scaling-up inference in Markov Logic Networks (MLNs) is extr...
AAAI
2015
10 years 1 months ago
2015
Planning in large partially observable Markov decision processes (POMDPs) is challenging especially when a long planning horizon is required. A few recent algorithms successfully ...
AAAI
2015
10 years 1 months ago
2015
127
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AAAI
2015
10 years 1 months ago
2015
Pruning techniques have recently been shown to speed up search algorithms by reducing the branching factor of large search spaces. One such technique is sleep sets, which were ori...
115
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AAAI
2015
10 years 1 months ago
2015
Due to the simplicity and efficiency, many hashing methods have recently been developed for large-scale similarity search. Most of the existing hashing methods focus on mapping l...