A short proof of the Gittins index theorem

A short proof of the Gittins index theorem
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Gittins 指数定理的简短证明

DOI:
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发表时间:
1993
期刊:
Proceedings of 32nd IEEE Conference on Decision and Control
影响因子:
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通讯作者:
J. Tsitsiklis
J. Tsitsiklis
中科院分区:
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文献类型:
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作者:
J. Tsitsiklis

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对多臂强盗问题的Gittins指标定理提供了一个简短而基本的证明,其中每个强盗被建模为有限状态半马尔可夫过程。作者还指出了如何证明可以扩展到分支土匪和Klimov问题。&lt;<ETX>&gt;
Provides a short and elementary proof of the Gittins index theorem for the multi-armed bandit problem, for the case where each bandit is modeled as a finite-state semi-Markov process. The author also indicates how this proof can be extended to the branching bandits and Klimov problems.<<ETX>>