CAR-DESPOT: causally-informed online POMDP planning for robots in confounded environments

Robots operating in real-world environments must reason about possible outcomes of stochastic actions and make decisions based on partial observations of the true world state. A major challenge for making accurate and robust action predictions is the problem of confounding, which if left untreated c...

Descrición completa

Detalles Bibliográficos
Main Authors: Cannizzaro, R, Kunze, L
Formato: Conference item
Idioma:English
Publicado: IEEE 2023