Conditional Deep Generative Models for Belief State Planning

Antoine Bigeard, Anthony Corso, Mykel Kochenderfer

Partially observable Markov decision processes (POMDPs) are used to model a wide range of applications, including robotics, autonomous vehicles, and subsurface problems. However, a…