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News/Evaluating covariate balance for long time horizon Markov decision processes
arxiv
PublishedJuly 18, 2026 at 4:00 AM
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Evaluating covariate balance for long time horizon Markov decision processes

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arXiv:2607.15080v1 Announce Type: new Abstract: This article explores the application of covariate balance diagnostics for detecting the presence of hidden confounding/model miss-specification in studies applying offline reinforcement learning (RL) to deriving optimal treatment recommendations. The

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