Reinforcement Learning Toolbox 2.0 last updated:

General Documentation Manual Tutorial Class Reference Master Thesis Examples Related Papers Downloads Links News mailto:webmaster Main Page     Class Hierarchy   Compound List   File List   Compound Members   File Members CTDGradientLearner Class Reference #include <ctdlearner.h> Inheritance diagram for CTDGradientLearner: List of all members. Public Member Functions   CTDGradientLearner (CRewardFunction *rewardFunction, CGradientQFunction *qfunction, CAgentController *agent, CResidualFunction *residual, CResidualGradientFunction *residualGradient)   ~CTDGradientLearner () Protected Member Functions virtual double  getResidual (double oldQ, double reward, int duration, double newQ)   returns the temporal difference error residual virtual void  addETraces (CStateCollection *oldState, CStateCollection *newState, CAction *action)   adds the current state to the etraces Protected Attributes CResidualFunction *  residual CResidualGradientFunction *  residualGradient CGradientQFunction *  gradientQFunction CGradientQETraces *  gradientQETraces CFeatureList *  oldGradient CFeatureList *  newGradient CFeatureList *  residualGradientFeatures Constructor & Destructor Documentation CTDGradientLearner::CTDGradientLearner (  CRewardFunction *  rewardFunction, CGradientQFunction *  qfunction, CAgentController *  agent, CResidualFunction *  residual, CResidualGradientFunction *  residualGradient )  CTDGradientLearner::~CTDGradientLearner (   )  Member Function Documentation virtual void CTDGradientLearner::addETraces (  CStateCollection *  oldState, CStateCollection *  newState, CAction *  action )  [protected, virtual]   adds the current state to the etraces Reimplemented from CTDLearner. virtual double CTDGradientLearner::getResidual (  double  oldQ, double  reward, int  duration, double  newQ )  [protected, virtual]   returns the temporal difference error residual Reimplemented from CTDLearner. Member Data Documentation CGradientQETraces* CTDGradientLearner::gradientQETraces [protected] CGradientQFunction* CTDGradientLearner::gradientQFunction [protected] CFeatureList* CTDGradientLearner::newGradient [protected] CFeatureList* CTDGradientLearner::oldGradient [protected] CResidualFunction* CTDGradientLearner::residual [protected] CResidualGradientFunction* CTDGradientLearner::residualGradient [protected] CFeatureList* CTDGradientLearner::residualGradientFeatures [protected] The documentation for this class was generated from the following file: ctdlearner.h