266 citations · 505 across the 37 of their papers we have counts for
Showing 2012 · stat.MLShow all
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stat.ML2012★ 2 cited
A Nonparametric Conjugate Prior Distribution for the Maximizing Argument of a Noisy Function
Pedro A. Ortega, Jordi Grau-Moya, Tim Genewein +2
We propose a novel Bayesian approach to solve stochastic optimization problems that involve finding extrema of noisy, nonlinear functions. Previous work has focused on representing…
stat.ML2012★ 8 cited
Free Energy and the Generalized Optimality Equations for Sequential Decision Making
Pedro A. Ortega, Daniel A. Braun
The free energy functional has recently been proposed as a variational principle for bounded rational decision-making, since it instantiates a natural trade-off between utility gai…