AIToolbox::Factored::MDP::ValueFunction Struct Reference

This struct represents a factored ValueFunction. More...

#include <AIToolbox/Factored/MDP/Types.hpp>

Public Attributes
FactoredVector	values
Vector	weights

Detailed Description

This struct represents a factored ValueFunction.

A ValueFunction is simply a function that maps states to values. Here, we use a FactoredVector to represent all values. In addition, we include the weights that can be used to modify the ValueFunction without touching the bases; this is done for example in factored ValueIteration, which updates the weights at each update to better approximate V*.

Member Data Documentation

values

FactoredVector AIToolbox::Factored::MDP::ValueFunction::values

weights

Vector AIToolbox::Factored::MDP::ValueFunction::weights

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The documentation for this struct was generated from the following file:

• include/AIToolbox/Factored/MDP/Types.hpp