7378 search results - page 384 / 1476 » Introduction to Machine Learning |
175
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ICML
2005
IEEE
16 years 7 months ago
2005
IEEE
Several algorithms for learning near-optimal policies in Markov Decision Processes have been analyzed and proven efficient. Empirical results have suggested that Model-based Inter...
195
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ICML
2005
IEEE
16 years 7 months ago
2005
IEEE
It is common in classification methods to first place data in a vector space and then learn decision boundaries. We propose reversing that process: for fixed decision boundaries, ...
170
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ICML
2004
IEEE
16 years 7 months ago
2004
IEEE
Motivated by the interest in relational reinforcement learning, we introduce a novel relational Bellman update operator called ReBel. It employs a constraint logic programming lan...
150
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ICML
2003
IEEE
16 years 7 months ago
2003
IEEE
Relativized options combine model minimization methods and a hierarchical reinforcement learning framework to derive compact reduced representations of a related family of tasks. ...
159
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ICALT
2009
IEEE
16 years 1 months ago
2009
IEEE
This paper reports developments on a best description template for teaching methods, whose descriptive elements will eventually be mapped to the elements of the IMS Learning Desig...