Sequential Cost-Sensitive Feature Acquisition

13 Jul 2016Gabriella ContardoLudovic DenoyerThierry Artières

We propose a reinforcement learning based approach to tackle the cost-sensitive learning problem where each input feature has a specific cost. The acquisition process is handled through a stochastic policy which allows features to be acquired in an adaptive way... (read more)

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