EpisodicTrainAndTestApplication.hpp

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#ifndef SRC_APPLICATION_EPISODICTRAINANDTESTAPPLICATION_HPP_
#define SRC_APPLICATION_EPISODICTRAINANDTESTAPPLICATION_HPP_

#include <application/Application.hpp>

namespace mic {
namespace application {

class EpisodicTrainAndTestApplication : public mic::application::Application {
public:
    EpisodicTrainAndTestApplication(std::string node_name_);

    virtual ~EpisodicTrainAndTestApplication() { };

    void run();


protected:
    virtual bool performSingleStep();

    virtual bool performLearningStep() = 0;

    virtual bool performTestingStep() = 0;

    virtual void startNewEpisode() = 0;

    virtual void finishCurrentEpisode() = 0;

    unsigned long episode;

    unsigned long learning_iteration;

    mic::configuration::Property<unsigned long> number_of_episodes;


};

} /* namespace application */
} /* namespace mic */

#endif /* SRC_APPLICATION_EPISODICTRAINANDTESTAPPLICATION_HPP_ */