This algorithm belongs to the class of policy gradient methods (Williams 1992; Baxter and Bartlett 2000; Sutton et al. 2000), which are structurally quite different from the one analyzed here (see Sect. 3.3.2 above for details).
All three are special cases of the class of policies for which we show stability.
These dual pressures less time, more data leave ordinary citizens feeling helpless, reliant upon a class of policy experts.
a class of policy models P(a t |θ,a
The solution method provides us with a class of policy rules (that is, different specifications for the algebraic expressions) which ensures that the policy rules are responsive (see Taylor 1993).
a prior P over possible environments Q θ a class of prediction models P(o t |θ,a≤t,oclass of policy models P(a t |θ,a
This class of drugs is now first-line policy in most malaria-endemic countries.
The WHO has recommended that all antimalarials must be combined with an artemisinin component (artemisinin-based combination therapy; ACT) for use as first line treatment against malaria, and this class of drugs is now first-line policy in most malaria-endemic countries [3].
In this class of models, the decision bound establishes a policy on the amount of evidence needed for decision commitment and thus determines the tradeoff between speed and accuracy.
This needs to define a class of policies (i.e., all possible sequences of treatment combinations) admissible to the controller.
