Efficient Policy Learning

Stefan Wager
Stefan Wager

CoRR, Volume abs/1702.02896, 2017.

Cited by: 117|Views7
EI

Abstract:

In many areas, practitioners seek to use observational data to learn a treatment assignment policy that satisfies application-specific constraints, such as budget, fairness, simplicity, or other functional form constraints. For example, policies may be restricted to take the form of decision trees based on a limited set of easily observ...More

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