Articles with "incremental reinforcement" as a keyword



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Classification of thermal image of clinical burn based on incremental reinforcement learning

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Published in 2021 at "Neural Computing and Applications"

DOI: 10.1007/s00521-021-05772-7

Abstract: At present, the judgment of the burn depth is mainly based on the experience of doctors, so the accuracy of judgment is low, which will affect the follow-up treatment and nursing. In order to improve… read more here.

Keywords: burn; classification; incremental reinforcement; reinforcement learning ... See more keywords
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Lifelong Incremental Reinforcement Learning with Online Bayesian Inference

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Published in 2021 at "IEEE transactions on neural networks and learning systems"

DOI: 10.1109/tnnls.2021.3055499

Abstract: A central capability of a long-lived reinforcement learning (RL) agent is to incrementally adapt its behavior as its environment changes and to incrementally build upon previous experiences to facilitate future learning in real-world scenarios. In… read more here.

Keywords: online bayesian; reinforcement learning; incremental reinforcement; environment ... See more keywords