On solving a Stochastic Shortest-Path Markov Decision Process as probabilistic inference

Previous work on planning as active inference addresses finite horizon problems and solutions valid for online planning. We propose solving the general Stochastic Shortest-Path Markov Decision Process (SSP MDP) as probabilistic inference. Furthermore, we discuss online and offline methods for planni...

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Bibliographic Details
Main Authors: Baioumy, M, Lacerda, B, Duckworth, P, Hawes, N
Format: Conference item
Language:English
Published: Springer 2022