Semi-Markov Offline Reinforcement Learning for Healthcare

1 code implementation • 17 Mar 2022 • Mehdi Fatemi, Mary Wu, Jeremy Petch, Walter Nelson, Stuart J. Connolly, Alexander Benz, Anthony Carnicelli, Marzyeh Ghassemi

Finally, we apply our new algorithms to a real-world offline dataset pertaining to warfarin dosing for stroke prevention and demonstrate similar results.

Offline RL reinforcement-learning +1