World Feedback for Clinical Agents: Diagnosing RL in FHIR Environments
arXiv:2607.01470v1 Announce Type: new Abstract: Clinical protocolexecution tasks checking a lab value, applying a threshold, placing a correctly structured FHIR order are natural candidates for RL from world feedback: once clinical SMEs encode decision logic into a verifier, that verifier grades...
arXiv:2607.01470v1 Announce Type: new Abstract: Clinical protocolexecution tasks checking a lab value, applying a threshold, placing a correctly structured FHIR order are natural candidates for RL from world feedback: once clinical SMEs encode decision logic into a verifier, that verifier grades unlimited rollouts without perepisode annotation. But applying RL requires a sound feedback channel and sufficient base capability. We audit MedAgentBench v1/v2, find a 41.
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