no code implementations • 9 Jan 2021 • Kristine Zhang, Yuanheng Wang, Jianzhun Du, Brian Chu, Leo Anthony Celi, Ryan Kindle, Finale Doshi-Velez
Many batch RL health applications first discretize time into fixed intervals.
1 code implementation • NeurIPS 2020 • Jianzhun Du, Joseph Futoma, Finale Doshi-Velez
We present two elegant solutions for modeling continuous-time dynamics, in a novel model-based reinforcement learning (RL) framework for semi-Markov decision processes (SMDPs), using neural ordinary differential equations (ODEs).
Model-based Reinforcement Learning reinforcement-learning +1