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Reinforcement Learning as Classification: Leveraging Modern Classifiers (2003)
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by
Michail G. Lagoudakis
,
Ronald Parr
| Venue: | in Proceedings of the Twentieth International Conference on Machine Learning |
| Citations: | 82 - 5 self |
BibTeX
@INPROCEEDINGS{Lagoudakis03reinforcementlearning,
author = {Michail G. Lagoudakis and Ronald Parr},
title = {Reinforcement Learning as Classification: Leveraging Modern Classifiers},
booktitle = {in Proceedings of the Twentieth International Conference on Machine Learning},
year = {2003},
pages = {424--431}
}
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Abstract
The basic tools of machine learning appear in the inner loop of most reinforcement learning algorithms, typically in the form of Monte Carlo methods or function approximation techniques.
