Arm-Acquiring Bandits

P. Whittle

doi:10.1214/aop/1176994469

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Home > Journals > Ann. Probab. > Volume 9 > Issue 2 > Article

April, 1981 Arm-Acquiring Bandits

P. Whittle

Ann. Probab. 9(2): 284-292 (April, 1981). DOI: 10.1214/aop/1176994469

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Abstract

We consider the problem of allocating effort between projects at different stages of development when new projects are also continually appearing. An expression (14) is derived for the expected reward yielded by the Gittins index policy. This is shown to satisfy the dynamic programming equation for the problem, so confirming optimality of the policy.