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127
Voted
ICML
2007
IEEE
139
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Machine Learning
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ICML 2007
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Learning state-action basis functions for hierarchical MDPs
16 years 3 months ago
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www.machinelearning.org
This paper introduces a new approach to actionvalue function approximation by learning basis functions from a spectral decomposition of the state-action manifold. This paper exten...
Sarah Osentoski, Sridhar Mahadevan
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