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...

Полное описание

Библиографические подробности
Главные авторы: Cannizzaro, R, Kunze, L
Формат: Conference item
Язык:English
Опубликовано: IEEE 2023