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Head: Kasianov Pavlo O.. Stochastic theory developing for scenario modeling in machine learning and decision making. (popup.stage: Розробити стохастичну теорію сценарного моделювання в задачах машинного навчання та прийняття рішень). Educational and Scientific Complex "Institute for Applied System Analysis" of National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute". № 0223U005297

Head: Kasianov Pavlo O.. Methods and tools of reinforcement learning for the tasks of analysis and forecasting for complex systems. (popup.stage: Методи та засоби навчання з підкріпленням для задач аналізу та прогнозування складних систем). Educational and Scientific Complex "Institute for Applied System Analysis" of National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute". № 0223U005290

Head: Kasianov Pavlo O. Qualitative and numerical analysis of hemivariational inequalities with multi-dimensional laws of "reaction-speed". (popup.stage: ). Educational and Scientific Complex "Institute for Applied System Analysis" of National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute". № 0221U100926

Head: Kasianov Pavlo O. Developing an information and analytical system for optimal distribution of investment resources under uncertainty and risks. (popup.stage: ). Educational and Scientific Complex "Institute for Applied System Analysis" of National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute". № 0221U100766