Off-Policy Evaluation
A method for estimating the performance of a new policy using historical data without conducting online experiments.
Timeline (last 90 days)
ehr2rl provides the capability to estimate the observed clinician behavior policy from data, for offline policy evaluation.
Most existing offline policy evaluation and safe policy learning tools provide guarantees at the population level and struggle to answer the question of "for whom it works and for whom it harms."
All Facts (2)
ehr2rl provides the capability to estimate the observed clinician behavior policy from data, for offline policy evaluation.
50%UnverifiedMost existing offline policy evaluation and safe policy learning tools provide guarantees at the population level and struggle to answer the question of "for whom it works and for whom it harms."
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