Reinforcement Learning Toolbox 2.0
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CContinuousDynamicProgramming Class Reference

#include <cbatchlearning.h>

Inheritance diagram for CContinuousDynamicProgramming:

CPolicyEvaluation CParameterObject CParameters CContinuousDynamicQProgramming CContinuousDynamicVProgramming CContinuousMCQEvaluation List of all members.


Public Member Functions

  CContinuousDynamicProgramming (CActionSet *allActions, CSamplingBasedTransitionModel *transModel)
virtual  ~CContinuousDynamicProgramming ()
virtual void  evaluatePolicy (int numEvaluations)
virtual double  getValueFromDistribution (CActionSet *availableActions, double *actionValues, CActionDistribution *distribution)
virtual double  getValue (CState *state, CActionSet *availableActions)=0
virtual void  updateOutputs (int index, CActionSet *availableActions, double *actionValues)=0
virtual void  learn ()=0
virtual void  resetLearnData ()
virtual void  resetDynamicProgramming ()=0


Protected Attributes

CSamplingBasedTransitionModel transModel
CActionSet availableActions
double *  actionValues
double *  actionProbabilities
int  numIteration

Constructor & Destructor Documentation

CContinuousDynamicProgramming::CContinuousDynamicProgramming CActionSet allActions,
CSamplingBasedTransitionModel transModel
 
virtual CContinuousDynamicProgramming::~CContinuousDynamicProgramming  )  [virtual]
 

Member Function Documentation

virtual void CContinuousDynamicProgramming::evaluatePolicy int  numEvaluations  )  [virtual]
 

Implements CPolicyEvaluation.

virtual double CContinuousDynamicProgramming::getValue CState state,
CActionSet availableActions
[pure virtual]
 

Implemented in CContinuousDynamicVProgramming, CContinuousDynamicQProgramming, and CContinuousMCQEvaluation.

virtual double CContinuousDynamicProgramming::getValueFromDistribution CActionSet availableActions,
double *  actionValues,
CActionDistribution distribution
[virtual]
 
virtual void CContinuousDynamicProgramming::learn  )  [pure virtual]
 

Implemented in CContinuousDynamicVProgramming, and CContinuousDynamicQProgramming.

virtual void CContinuousDynamicProgramming::resetDynamicProgramming  )  [pure virtual]
 

Implemented in CContinuousDynamicVProgramming, and CContinuousDynamicQProgramming.

virtual void CContinuousDynamicProgramming::resetLearnData  )  [virtual]
 

Reimplemented from CPolicyEvaluation.

virtual void CContinuousDynamicProgramming::updateOutputs int  index,
CActionSet availableActions,
double *  actionValues
[pure virtual]
 

Implemented in CContinuousDynamicVProgramming, and CContinuousDynamicQProgramming.


Member Data Documentation

double* CContinuousDynamicProgramming::actionProbabilities [protected]
 
double* CContinuousDynamicProgramming::actionValues [protected]
 
CActionSet* CContinuousDynamicProgramming::availableActions [protected]
 
int CContinuousDynamicProgramming::numIteration [protected]
 
CSamplingBasedTransitionModel* CContinuousDynamicProgramming::transModel [protected]
 

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