epsilonGreedy.h

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#ifndef EPSILON_GREEDY_H
#define EPSILON_GREEDY_H

#include "actionSelectionStrategy.h"

namespace Mdp
{
class EpsilonGreedy : public ActionSelectionStrategy
{
public:
    EpsilonGreedy(double epsilon, double epsilonDecaySpeed, long long unsigned int epsilonTimeout);
    virtual std::vector<double> generatePolicy(const std::vector<double>&, action_t bestAction) override;
protected:
    double epsilon{0.1};
    double epsilonDecaySpeed{1.0};
    long long unsigned int epsilonTimeout{0};
    void updateEpsilon();
};
}
#endif /*EPSILON_GREEDY_H*/