conftrace_

off-policy policy evaluation

5 papers

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Also known as

OPPE

Co-occurring keywords

causal inference (1630) mdp model (1) incremental importance sampling (1) covariance testing (1) nonstationary environment (6) regression approach (1) representation balancing (3) option framework (19) policy constraint (16) value estimate (2)

Papers

Asymptotically Unbiased Off-Policy Policy Evaluation when Reusing Old Data in Nonstationary Environments AISTATS 2023

Off-policy Policy Evaluation For Sequential Decisions Under Unobserved Confounding NIPS 2020

Batch Policy Learning under Constraints ICML 2019

Representation Balancing MDPs for Off-policy Policy Evaluation NIPS 2018

Using Options and Covariance Testing for Long Horizon Off-Policy Policy Evaluation NIPS 2017