2011 AnEmpiricalEvaluationofThompson
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- (Chapelle & Li, 2011) ⇒ Olivier Chapelle, and Lihong Li. (2011). “An Empirical Evaluation of Thompson Sampling.” In: Proceedings of the 24th International Conference on Neural Information Processing Systems. ISBN:978-1-61839-599-3
Subject Headings: Thompson Sampling.
Notes
Cited By
- http://scholar.google.com/scholar?q=%222011%22+An+Empirical+Evaluation+of+Thompson+Sampling
- http://dl.acm.org/citation.cfm?id=2986459.2986710&preflayout=flat#citedby
Quotes
Abstract
Thompson sampling is one of oldest heuristic to address the exploration/exploitation trade-off, but it is surprisingly unpopular in the literature. We present here some empirical results using Thompson sampling on simulated and real data, and show that it is highly competitive. And since this heuristic is very easy to implement, we argue that it should be part of the standard baselines to compare against.
References
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Author | volume | Date Value | title | type | journal | titleUrl | doi | note | year | |
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2011 AnEmpiricalEvaluationofThompson | Olivier Chapelle Lihong Li | An Empirical Evaluation of Thompson Sampling | 2011 |