Abstract:We explore questions dealing with the learnability of models of choice over time. We present a large class of preference models defined by a structural criterion for which we are able to obtain an exponential improvement over previously known learning bounds for more general preference models. This in particular implies that the three most important discounted utility models of intertemporal choice -exponential, hyperbolic, and quasihyperbolic discounting -are learnable in the PAC setting with VC dimension tha… Show more
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