Module renforce::util

Utilities Module

Modules

approx	Function Approximator Module
chooser	Chooser Module
feature	Feature Extraction Module
graddesc	Gradient Descent Module
table	Table Module

Enums

TimePeriod

Some length of time experienced by an agent

Traits

Chooser	Choose Trait
DifferentiableFunc	A differentiable function taking in (state, action) pairs
Feature	A real-valued feature of elements of some state space
FeatureExtractor	Represents something that extracts features from state-action pairs
GradientDescAlgo	Calculates gradient steps
LogDiffFunc	A function taking in (state, action) pairs whose log can be differentiated
Metric	A type with a notion of distance The distance function should satisfy the triangle inequality (and the other metric properties)
ParameterizedFunc	A function that evaluates its input by making use of some parameters
QFunction	QFunction Trait
VFunction	VFunction Trait