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Independent Natural Policy Gradient Methods for Potential Games: Finite-time Global Convergence with Entropy Regularization
A major challenge in multi-agent systems is that the system complexity grows dramatically with the number of agents as well as the size of their action spaces, which is typical in real world scenarios such as autonomous vehicles, robotic teams, network routing, etc. It is hence in imminent need to …