kpshinnik/repro-fhir-rl-tool-calling

Reproduction bundle — Reinforcement Learning for Tool-Calling Agents in FHIR Independent reproduction of ICML 2026 paper #33573 — Reinforcement Learning for Tool-Calling Agents in Fast Healthcare Interoperability Resources (FHIR) (Knorr, Müller, Bremer, Schweingruber), arXiv:2605.14126, OpenReview Ep6EcExLIY. The paper GRPO-post-trains a Qwen3-8B multi-turn CodeAct agent on FHIR-AgentBench (Lee et al. 2025, github), lifting answer correctness from 50 % (o4-mini) to 77 %. All… See the full description on the dataset page: https://huggingface.co/datasets/kpshinnik/repro-fhir-rl-tool-calling.