266 citations · 1k across the 38 of their papers we have counts for
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cs.AI2014
Subjectivity, Bayesianism, and Causality
Pedro A. Ortega
Bayesian probability theory is one of the most successful frameworks to model reasoning under uncertainty. Its defining property is the interpretation of probabilities as degrees o…
cs.AI2014
An Adversarial Interpretation of Information-Theoretic Bounded Rationality
Pedro A. Ortega, Daniel D. Lee
Recently, there has been a growing interest in modeling planning with information constraints. Accordingly, an agent maximizes a regularized expected utility known as the free ener…