About the Project
Welcome to EpiCare, a benchmarking library for reinforcement learning in healthcare applications.
Features
- A first benchmark for dynamic treatment regimes in healthcare.
- Reproducibile and configurable: an open source tool conforming to OpenAI Gym standards.
- Includes realistic costs and patient safety terms to yield a benchmark with realistic difficulty.
Paper
Find details in the full paper: here.
Code
The full benchmark code is here: EpiCare code. We welcome contributions!