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Theoretical Analysis of Heuristic Search Methods for Online POMDPs

Planning in partially observable environments remains a challenging problem, despite significant recent advances in offline approximation techniques. A few online methods have also been proposed recently, and proven to be remarkably scalable, but without the theoretical guarantees of their offline c...

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Autori principali: Ross, Stéphane, Pineau, Joelle, Chaib-draa, Brahim
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2008
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC3103234/
https://ncbi.nlm.nih.gov/pubmed/21625296
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