# EHRGym

- **Event:** [OpenEnv Hackathon SF](https://cerebralvalley.ai/e/openenv-hackathon-sf)
- **When:** Mar 7 at 9:00 AM – Mar 8 at 12:00 AM (PST)
- **Where:** Shack15, San Francisco, CA
- **Team:** [Adrian Serapio](https://cerebralvalley.ai/u/adtserapio)
- **GitHub:** https://github.com/adtserapio/EHRGym/
- **Website:** https://colab.research.google.com/github/adtserapio/EHRGym/blob/main/notebooks/ehrgym_grpo_training.ipynb
- **Demo video:** https://www.youtube.com/watch?v=rhgyGqw9A5w
- **Hugging Face:** https://huggingface.co/spaces/openenv-community/EHRGym
- **Gallery:** https://cerebralvalley.ai/e/openenv-hackathon-sf/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/openenv-hackathon-sf/hackathon/gallery/56

EHRGym addresses a core clinical-AI challenge: the long, friction-filled reality of EHR workflows that hinder practical use far beyond diagnosis and treatment. It trains and evaluates reinforcement learning agents (e.g., GRPO) that act within longitudinal clinical tasks, with benchmarks and reproducible HuggingFace Spaces demos, enabling systematic training, testing, and deployment of AI agents that leave clerical work to agents and help make medicine more human again.

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