References</h2>

    <p>Thompson, W. R. (1933). On the likelihood that one unknown probability exceeds another in view of
the evidence of two samples. Biometrika, 25(3/4), 285-294.</p>
<p>Chapelle, O., &amp; Li, L. (2011). An empirical evaluation of thompson sampling. In Advances in neural
information processing systems (pp. 2249-2257).</p>
<p>Agrawal, S., &amp; Goyal, N. (2013, February). Thompson sampling for contextual bandits with linear payoffs.
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