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...

وصف كامل

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Cannizzaro, R, Kunze, L
التنسيق: Conference item
اللغة:English
منشور في: IEEE 2023