Smart Imitator: Learning from Imperfect Clinical Decisions.
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DOI: 10.1093/jamia/ocae320
Abstract: Abstract Objectives This study introduces Smart Imitator (SI), a 2-phase reinforcement learning (RL) solution enhancing personalized treatment policies in healthcare, addressing challenges from imperfect clinician data and complex environments. Materials and Methods Smart Imitator’s first… read more here.
Keywords: imitator; learning imperfect; smart imitator; imitator learning ... See more keywords