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arxiv: math/0510351 · v1 · pith:KT72W7BJnew · submitted 2005-10-17 · 🧮 math.PR

How fast is the bandit?

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keywords algorithmbanditrateallocationassetbehaviourcontextconvergence
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In this paper we investigate the rate of convergence of the so-called two-armed bandit algorithm in a financial context of asset allocation. The behaviour of the algorithm turns out to be highly non-standard: no CLT whatever the time scale, possible existence of two rate regimes.

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