Difficulty-aware time-bounded planning under uncertainty for large-scale robot missions

We consider planning problems where a robot must visit a large set of locations to complete a task at each one. Our focus is problems where the difficulty of each task, and thus its duration, can be predicted, but not fully known in advance. We propose a general Markov decision process (MDP) model f...

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Detalhes bibliográficos
Principais autores: Staniaszek, M, Brudermüller, L, Bhattacharyya, R, Lacerda, B, Hawes, N
Formato: Conference item
Idioma:English
Publicado em: IEEE 2023