cpid::BaseSampler Class Reference

A sampler takes the output of the model, and outputs an action accordingly. More...

#include <sampler.h>

Inherited by cpid::ContinuousDeterministicSampler, cpid::ContinuousGaussianSampler, cpid::DiscreteMaxSampler, cpid::EpsGreedySampler, and cpid::MultinomialSampler.

Public Member Functions
	BaseSampler ()
virtual	~BaseSampler ()=default
virtual ag::Variant	sample (ag::Variant in)
virtual ag::Variant	computeProba (const ag::Variant &in, const ag::Variant &action)

Detailed Description

A sampler takes the output of the model, and outputs an action accordingly.

The exact shape of the action is dependent on the rest of the training loop. For convenience, the base sampling function is the identity.

Constructor & Destructor Documentation

cpid::BaseSampler::BaseSampler ( )

inline

virtual cpid::BaseSampler::~BaseSampler ( )

virtualdefault

Member Function Documentation

virtual ag::Variant cpid::BaseSampler::computeProba ( const ag::Variant &  in, const ag::Variant &  action  )

inlinevirtual

Reimplemented in cpid::ContinuousGaussianSampler, and cpid::MultinomialSampler.

virtual ag::Variant cpid::BaseSampler::sample ( ag::Variant  in )

inlinevirtual

Reimplemented in cpid::EpsGreedySampler, cpid::ContinuousDeterministicSampler, cpid::ContinuousGaussianSampler, cpid::DiscreteMaxSampler, and cpid::MultinomialSampler.

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

• cpid/sampler.h