gum::StatisticalLazyDecider Class Reference

<agrum/FMDP/decision/statisticalLazyDecider.h> More...

#include <statisticalLazyDecider.h>

Inheritance diagram for gum::StatisticalLazyDecider:

Collaboration diagram for gum::StatisticalLazyDecider:

Public Member Functions
Constructor & destructor.
	StatisticalLazyDecider ()
	Constructor. More...
	~StatisticalLazyDecider ()
	Destructor. More...
Initialization
virtual void	initialize (const FMDP< double > *fmdp)
	Initializes the learner. More...

Incremental methods
StatesCounter	counter__
bool	initialized__
void	checkState (const Instantiation &newState, Idx actionId=0)

Incremental methods
void	setOptimalStrategy (const MultiDimFunctionGraph< ActionSet, SetTerminalNodePolicy > *optPol)
virtual ActionSet	stateOptimalPolicy (const Instantiation &curState)
const MultiDimFunctionGraph< ActionSet, SetTerminalNodePolicy > *	optPol_
ActionSet	allActions_

Detailed Description

<agrum/FMDP/decision/statisticalLazyDecider.h>

Class to make no decision at all yet performing statistic on visited states. Actions are randomly chosen among all actions available

Does nothing more for decison making But count how many times every visited states have been visited

Definition at line 53 of file statisticalLazyDecider.h.

Constructor & Destructor Documentation

StatisticalLazyDecider()

gum::StatisticalLazyDecider::StatisticalLazyDecider ( )

inline

Constructor.

Definition at line 62 of file statisticalLazyDecider.h.

References initialized__.

                             : counter__(), initialized__(false) {
      GUM_CONSTRUCTOR(StatisticalLazyDecider);
    }

~StatisticalLazyDecider()

gum::StatisticalLazyDecider::~StatisticalLazyDecider ( )

inline

Destructor.

Definition at line 69 of file statisticalLazyDecider.h.

{ GUM_DESTRUCTOR(StatisticalLazyDecider); }

Member Function Documentation

checkState()

void gum::StatisticalLazyDecider::checkState ( const Instantiation &  newState, Idx  actionId = 0  )

inlinevirtual

Implements gum::IDecisionStrategy.

Definition at line 79 of file statisticalLazyDecider.h.

References initialized__.

                                                                     {
      if (!initialized__) {
        counter__.reset(newState);
        initialized__ = true;
      } else
        counter__.incState(newState);
    }

initialize()

virtual void gum::IDecisionStrategy::initialize ( const FMDP< double > *  fmdp )

inlinevirtualinherited

Initializes the learner.

Reimplemented in gum::AdaptiveRMaxPlaner, and gum::E_GreedyDecider.

Definition at line 72 of file IDecisionStrategy.h.

                                                        {
      optPol_ = nullptr;
      if (allActions_.size() == 0)
        for (auto actionIter = fmdp->beginActions();
             actionIter != fmdp->endActions();
             ++actionIter)
          allActions_ += *actionIter;
    }

setOptimalStrategy()

void gum::IDecisionStrategy::setOptimalStrategy ( const MultiDimFunctionGraph< ActionSet, SetTerminalNodePolicy > *  optPol )

inlineinherited

Definition at line 90 of file IDecisionStrategy.h.

                                                                                {
      optPol_ = const_cast<
         MultiDimFunctionGraph< ActionSet, SetTerminalNodePolicy >* >(optPol);
    }

stateOptimalPolicy()

virtual ActionSet gum::IDecisionStrategy::stateOptimalPolicy ( const Instantiation &  curState )

inlinevirtualinherited

Reimplemented in gum::E_GreedyDecider, and gum::RandomDecider.

Definition at line 96 of file IDecisionStrategy.h.

                                                                        {
      return (optPol_ && optPol_->realSize() != 0) ? optPol_->get(curState)
                                                   : allActions_;
    }

Member Data Documentation

allActions_

ActionSet gum::IDecisionStrategy::allActions_

protectedinherited

Definition at line 106 of file IDecisionStrategy.h.

counter__

StatesCounter gum::StatisticalLazyDecider::counter__

private

Definition at line 88 of file statisticalLazyDecider.h.

initialized__

bool gum::StatisticalLazyDecider::initialized__

private

Definition at line 89 of file statisticalLazyDecider.h.

Referenced by checkState(), and StatisticalLazyDecider().

optPol_

const MultiDimFunctionGraph< ActionSet, SetTerminalNodePolicy >* gum::IDecisionStrategy::optPol_

protectedinherited

Definition at line 103 of file IDecisionStrategy.h.

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

• agrum/FMDP/decision/statisticalLazyDecider.h