Safe POMDP online planning among dynamic agents via adaptive conformal prediction

Online planning for partially observable Markov decision processes (POMDPs) provides efficient techniques for robot decision-making under uncertainty. However, existing methods fall short of preventing safety violations in dynamic environments. This letter presents a novel safe POMDP online planning...

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Xehetasun bibliografikoak
Egile Nagusiak: Sheng, S, Yu, P, Parker, D, Kwiatkowska, M, Feng, L
Formatua: Journal article
Hizkuntza:English
Argitaratua: IEEE 2024