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[~Re] Exploration in Model-based Reinforcement Learning by Empirically Estimating Learning Progress

descriptionPublicationkeyboard_double_arrow_right Article 01 Jan 2024 France Publisher:Zenodo
Authors: Augustin Chartouny; Jean-Pierre Nadal; Mehdi Khamassi;

doi: 10.5281/zenodo.13627803 , 10.5281/zenodo.13627804

[~Re] Exploration in Model-based Reinforcement Learning by Empirically Estimating Learning Progress

Keywords

[INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI], [SCCO.COMP] Cognitive science/Computer science, Intrinsic motivation, [INFO.INFO-LG] Computer Science [cs]/Machine Learning [cs.LG], Model-based reinforcement learning, Python

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    selected citations
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    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 1
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    		 Average
    influence
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    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
1
Average
Average
Average
Green
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