activity
20162026
most citedDelegative Reinforcement Learning: learning to avoid traps with a little help

6 citations · 8 across the 8 of their papers we have counts for

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2 papers · 1 filter

cs.LG2025

Ambiguous Online Learning

Vanessa Kosoy

We propose a new variant of online learning that we call "ambiguous online learning". In this setting, the learner is allowed to produce multiple predicted labels. Such an "ambiguo…

cs.LG2025

Regret Bounds for Robust Online Decision Making

Alexander Appel, Vanessa Kosoy

We propose a framework which generalizes "decision making with structured observations" by allowing robust (i.e. multivalued) models. In this framework, each model associates each…