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##

Policy

A policy, at any given point in time, decides which action the agent selects.
Let *D*^{k}_{t} be all the options at time *t*, then we define
.
We also define
and
to be a stationary, random or deterministic rule, respectively.

*Yishay Mansour*

*1999-11-15*