matrixLearning.h

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#ifndef MATRIXLEARNING_H
#define MATRIXLEARNING_H

#include <vector>

#include <mdp/action_impl.h>
#include <mdp/state.h>
#include "learningStrategy.h"

namespace Mdp
{
struct Context;

class MatrixLearning : public LearningStrategy
{
public:
    static constexpr const char *configKey = "matrixLearning";
public:
    MatrixLearning(std::shared_ptr<Context> context);
    void initializeModel();
    void updateModel();
private:
    void updateMatrix();
    
    state_t previousState;
    action_t previousAction;
    std::vector<std::vector<std::vector<int>>> occurences;
    int nbOfUpdates{0};
};


}







#endif