On solving finite state multi-armed Bandit problem by linear programming

On solving finite state multi-armed Bandit problem by linear programming

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Article ID: iaor19912104
Country: India
Volume: 12
Issue: 2
Start Page Number: 307
End Page Number: 313
Publication Date: May 1991
Journal: Journal of Information & Optimization Sciences
Authors:
Abstract:

This paper addresses the problem of multi-armed Bandit for which the state space is finite. It is well known that for finite state space the computation of the dynamic allocation indices can be handled by linear programming. Here, attempts are made to drive an optimal policy for the finite state multi-armed Bandit problem using linear programming.

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