3050 search results - page 226 / 610 » On-line Algorithms in Machine Learning |
125
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MLG
2007
Springer
15 years 10 months ago
2007
Springer
While recent algorithms for mining the frequent subgraphs of a database are efficient in the general case, these algorithms tend to do poorly on databases that have a few or no la...
131
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DIGRA
2005
Springer
15 years 10 months ago
2005
Springer
One of the greatest challenges in the design of realistic Artificial Intelligence (AI) in computer games is agent movement. Pathfinding strategies are usually employed as the core...
127
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AICCSA
2006
IEEE
15 years 6 months ago
2006
IEEE
In this paper we apply a machine learning approach to the problem of estimating the number of defects called Regression via Classification (RvC). RvC initially automatically discr...
150
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ICML
2001
IEEE
16 years 5 months ago
2001
IEEE
We introduce the first algorithm for off-policy temporal-difference learning that is stable with linear function approximation. Off-policy learning is of interest because it forms...
152
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ICML
2007
IEEE
16 years 5 months ago
2007
IEEE
The UCT algorithm learns a value function online using sample-based search. The TD() algorithm can learn a value function offline for the on-policy distribution. We consider three...