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The problem stated by the OP is non-standard since the dynamics are time-delayed. It is made further non-standard due to the fact that the state transition dynamics depend on prior states, thus making it a non-Markov system. Such systems have been treated using classical control, nonlinear feedback control and reinforcement learning (RL) although almost all ...

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