266 citations · 505 across the 37 of their papers we have counts for
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cs.AI2013★ 1 cited
Bounded Rational Decision-Making in Changing Environments
Jordi Grau-Moya, Daniel A. Braun
A perfectly rational decision-maker chooses the best action with the highest utility gain from a set of possible actions. The optimality principles that describe such decision proc…
cs.AI2013★ 4 cited
Abstraction in decision-makers with limited information processing capabilities
Tim Genewein, Daniel A. Braun
A distinctive property of human and animal intelligence is the ability to form abstractions by neglecting irrelevant information which allows to separate structure from noise. From…
cs.AI2013★ 17 cited
Generalized Thompson Sampling for Sequential Decision-Making and Causal Inference
Pedro A. Ortega, Daniel A. Braun
Recently, it has been shown how sampling actions from the predictive distribution over the optimal action-sometimes called Thompson sampling-can be applied to solve sequential adap…