7 citations · 17 across the 5 of their papers we have counts for
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cs.LG2023
Unlocking the Power of Representations in Long-term Novelty-based Exploration
Alaa Saade, Steven Kapturowski, Daniele Calandriello +6
We introduce Robust Exploration via Clustering-based Online Density Estimation (RECODE), a non-parametric method for novelty-based exploration that estimates visitation counts for…
cs.LG2020★ 7 cited
Renormalized Mutual Information for Artificial Scientific Discovery
Leopoldo Sarra, Andrea Aiello, Florian Marquardt
We derive a well-defined renormalized version of mutual information that allows to estimate the dependence between continuous random variables in the important case when one is det…