Articles with "atypical mdps" as a keyword



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An immediate-return reinforcement learning for the atypical Markov decision processes

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Published in 2022 at "Frontiers in Neurorobotics"

DOI: 10.3389/fnbot.2022.1012427

Abstract: The atypical Markov decision processes (MDPs) are decision-making for maximizing the immediate returns in only one state transition. Many complex dynamic problems can be regarded as the atypical MDPs, e.g., football trajectory control, approximations of… read more here.

Keywords: decision processes; reinforcement learning; markov decision; atypical mdps ... See more keywords