Method and system for directly tuning PID parameters using a simplified actor-critic approach to reinforcement learning

N Lawrence, PD Loewen, B Gopaluni… - US Patent …, 2022 - Google Patents
(57) ABSTRACT A method and system for reinforcement learning can include an actor-critic
framework comprising an actor and a critic, the actor comprising an actor network and the
critic com prising a critic network; and a controller comprising a neural network embedded in
the actor-critic framework and which can be tuned according to reinforcement learning
based tuning including anti-windup tuning.
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