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...

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Bibliographic Details
Main Authors: Cannizzaro, R, Kunze, L
Format: Conference item
Language:English
Published: IEEE 2023