1 code implementation • 20 Jun 2022 • Himanshu Gupta, Bradley Hayes, Zachary Sunberg
This paper presents a hybrid online Partially Observable Markov Decision Process (POMDP) planning system that addresses the problem of autonomous navigation in the presence of multi-modal uncertainty introduced by other agents in the environment.
no code implementations • 6 Jan 2021 • Aaquib Tabrez, Ryan Leonard, Bradley Hayes
Synchronizing expectations and knowledge about the state of the world is an essential capability for effective collaboration.