It seems useful to consider agents that reason in terms of an unobservable ontology, and may have uncertainty over what this ontology is. In particular, in Dialogic RL, the user's preferences are probably defined w.r.t. an ontology that is unobservable by the AI (and probably unobservable by the user too) which the AI has to learn (and the user is probably uncertain about emself). However, onotlogies are more naturally thought of as objects in a category than as elements in a set. The formalization of an "ontology" should probably be a POMDP or a suitable

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Vanessa Kosoy's Shortform

by Vanessa Kosoy 1mo18th Oct 201933 comments


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Crossposted from the AI Alignment Forum. May contain more technical jargon than usual.