Title: Imitation Learning by Coaching
Authors: He He, Hal Daumé III
and Jason Eisner
Neural Information
Processing Systems (NIPS), 2012
Abstract:
... we propose to use a coach that demonstrates easy-to-learn actions for the learner and gradually approaches the oracle. ... We apply our algorithm to cost-sensitive dynamic feature selection, a hard decision problem that considers a user-specified accuracy-cost trade-off. ...
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