266 citations · 505 across the 37 of their papers we have counts for
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cs.AI2010★ 1 cited
An axiomatic formalization of bounded rationality based on a utility-information equivalence
Pedro A. Ortega, Daniel A. Braun
Classic decision-theory is based on the maximum expected utility (MEU) principle, but crucially ignores the resource costs incurred when determining optimal decisions. Here we prop…
cs.AI2010
Convergence of Bayesian Control Rule
Pedro A. Ortega, Daniel A. Braun
Recently, new approaches to adaptive control have sought to reformulate the problem as a minimization of a relative entropy criterion to obtain tractable solutions. In particular,…
cs.AI2010
A Minimum Relative Entropy Controller for Undiscounted Markov Decision Processes
Pedro A. Ortega, Daniel A. Braun
Adaptive control problems are notoriously difficult to solve even in the presence of plant-specific controllers. One way to by-pass the intractable computation of the optimal polic…