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20102024
most citedA Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning

2.1k citations · 9.2k across the 77 of their papers we have counts for

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Showing 2012 · cs.AIShow all

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cs.AI2012★ 32 cited

Nonparametric Bayesian Logic

Peter Carbonetto, Jacek Kisynski, Nando de Freitas +1

The Bayesian Logic (BLOG) language was recently developed for defining first-order probability models over worlds with unknown numbers of objects. It handles important problems in…