2363 search results - page 255 / 473 » Learning Algorithms for Domain Adaptation |
115
Voted
AIPS
2010
15 years 28 days ago
2010
Greedy search is commonly used in an attempt to generate solutions quickly at the expense of completeness and optimality. In this work, we consider learning sets of weighted actio...
113
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IUI
2009
ACM
15 years 9 months ago
2009
ACM
Numerous techniques exist to help users automate repetitive tasks; however, none of these methods fully support enduser creation, use, and modification of the learned tasks. We pr...
107
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COLT
2008
Springer
15 years 2 months ago
2008
Springer
We study on-line decision problems where the set of actions that are available to the decision algorithm vary over time. With a few notable exceptions, such problems remained larg...
103
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MVA
1992
15 years 1 months ago
1992
We present a new algorithm for topological feature mapping. It is compared to other known feature mapping algorithmslike that proposed by Kohonen or Bertsch. The main difference t...
91
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ICAI
2004
15 years 2 months ago
2004
An explicit exploration strategy is necessary in reinforcement learning (RL) to balance the need to reduce the uncertainty associated with the expected outcome of an action and the...