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off-policy policy evaluation

6 papers

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Also known as

OPPE

Co-occurring keywords · papers mentioning both

causal inference (3) regression approach (1) representation balancing (1) option framework (1) policy constraint (1) deep feature learning (1) value estimate (1) mdp model (1) incremental importance sampling (1) covariance testing (1)

Papers

Asymptotically Unbiased Off-Policy Policy Evaluation when Reusing Old Data in Nonstationary Environments AISTATS 2023 Learning Deep Features in Instrumental Variable Regression ICLR 2021 Off-policy Policy Evaluation For Sequential Decisions Under Unobserved Confounding NeurIPS 2020 Batch Policy Learning under Constraints ICML 2019 Representation Balancing MDPs for Off-policy Policy Evaluation NeurIPS 2018 Using Options and Covariance Testing for Long Horizon Off-Policy Policy Evaluation NeurIPS 2017