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In the research we mean to develop tools based on reinforcement learning, also known as neuro-dynamic programming, for the dynamic management of portfolios. The main points of the research are: 1) experimenting different neuro-dynamic programming approaches for the specification of different management systems, 2) construction of reward functions and specification of state variables for the optimal working of the management systems; 3) creation and development of a software prototype for the implementation of the management systems, 4) application of this software to real financial markets.”
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