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- W75568509 abstract "We present an approximate policy iteration algorithm that uses rollouts to estimate the value of each action under a given policy in a subset of states and a classifier to generalize and learn the improved policy over the entire state space. Using a multiclass support vector machine as the classifier, we obtained successful results on the inverted pendulum and the bicycle balancing and riding domains." @default.
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- W75568509 date "2003-08-09" @default.
- W75568509 modified "2023-09-23" @default.
- W75568509 title "Approximate policy iteration using large-margin classifiers" @default.
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