266 citations · 1k across the 38 of their papers we have counts for
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cs.AI2009★ 1 cited
A conversion between utility and information
Pedro A. Ortega, Daniel A. Braun
Rewards typically express desirabilities or preferences over a set of alternatives. Here we propose that rewards can be defined for any probability distribution based on three desi…
cs.AI2009★ 3 cited
A Bayesian Rule for Adaptive Control based on Causal Interventions
Pedro A. Ortega, Daniel A. Braun
Explaining adaptive behavior is a central problem in artificial intelligence research. Here we formalize adaptive agents as mixture distributions over sequences of inputs and outpu…