patronet-openenv

Patronet OpenEnv trains AI agents for critical emergencies like fires, wars, and disasters. It simulates high-stakes scenarios, teaching AI to triage victims and dispatch the right responders within a strict 20-step decision window. Using OpenEnv and TRL’s GRPOTrainer, the system learns from diverse crisis paths, improving guidance, coordination, and communication. Packaged as a Docker FastAPI microservice with a visual simulation, it shows how AI decisions can save lives. Patronet OpenEnv equips governments and emergency agencies to respond faster and smarter when every second counts.