1 code implementation • 2 Jul 2020 • Nathan Hunt, Nathan Fulton, Sara Magliacane, Nghia Hoang, Subhro Das, Armando Solar-Lezama
We also prove that our method of enforcing the safety constraints preserves all safe policies from the original environment.
no code implementations • 15 Jun 2020 • Nathan Fulton, Nathan Hunt, Nghia Hoang, Subhro Das
Autonomous systems -- such as self-driving cars, autonomous drones, and automated trains -- must come with strong safety guarantees.
no code implementations • 23 May 2017 • Harini Suresh, Nathan Hunt, Alistair Johnson, Leo Anthony Celi, Peter Szolovits, Marzyeh Ghassemi
Real-time prediction of clinical interventions remains a challenge within intensive care units (ICUs).