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Off-Policy Evaluation with Strategic Agents via Local Disclosure

arXiv cs.AI · 3d ago Cached

This paper studies off-policy evaluation (OPE) when decision subjects (agents) strategically modify their covariates in response to a policy. It proposes a method that uses local disclosure via post-hoc explanations to reveal agents' pre-strategic covariates and construct a doubly robust estimator for policy value.

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