VOiLA: Vectorized Online Planning with Learned Diffusion Models for POMDP Agents

Marcus Hoerger, Rishikesh Joshi, Rahul Shome +2

Planning under uncertainty is an essential capability for autonomous robots. The Partially Observable Markov Decision Process (POMDP) provides a powerful framework for such a capab…