398 citations · 1.8k across the 163 of their papers we have counts for
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cs.LG2009
Feature Reinforcement Learning: Part I: Unstructured MDPs
Marcus Hutter
General-purpose, intelligent, learning agents cycle through sequences of observations, actions, and rewards that are complex, uncertain, unknown, and non-Markovian. On the other ha…
cs.LG2009
Limits of Learning about a Categorical Latent Variable under Prior Near-Ignorance
Alberto Piatti, Marco Zaffalon, Fabio Trojani +1
In this paper, we consider the coherent theory of (epistemic) uncertainty of Walley, in which beliefs are represented through sets of probability distributions, and we focus on the…
cs.LG2009
A New Local Distance-Based Outlier Detection Approach for Scattered Real-World Data
Ke Zhang, Marcus Hutter, Huidong Jin
Detecting outliers which are grossly different from or inconsistent with the remaining dataset is a major challenge in real-world KDD applications. Existing outlier detection metho…