Search Results for author: Naomi E. Leonard

Found 2 papers, 0 papers with code

Parameter estimation in softmax decision-making models with linear objective functions

no code implementations16 Feb 2015 Paul Reverdy, Naomi E. Leonard

With an eye towards human-centered automation, we contribute to the development of a systematic means to infer features of human decision-making from behavioral data.

Decision Making

Modeling Human Decision-making in Generalized Gaussian Multi-armed Bandits

no code implementations23 Jul 2013 Paul Reverdy, Vaibhav Srivastava, Naomi E. Leonard

We develop the upper credible limit (UCL) algorithm for the standard multi-armed bandit problem and show that this deterministic algorithm achieves logarithmic cumulative expected regret, which is optimal performance for uninformative priors.

Bayesian Inference Decision Making +1

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