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Graph Neural Network-Based Distributed Optimal Control for Linear Networked Systems: An Online Distributed Training Approach

  • This paper presents a method for distributed optimal control for linear networked systems using graph recurrent neural networks (GRNNs).
  • The existing approaches for this problem result in centralized optimal controllers with offline training processes.
  • The main contribution of this work is the development of a distributed, online training approach for the optimal controllers.
  • The method is demonstrated through numerical simulations using a dedicated simulator.

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