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Equilibrium selection in general-sum games

Determine principled criteria and algorithms for selecting appropriate policies in general-sum partially observable stochastic games, targeting desirable equilibria among potentially many sub-optimal Nash equilibria.

References

It is not clear how to identify appropriate policies for a general-sum game.

Multi-agent cooperation through learning-aware policy gradients (Meulemans et al., 24 Oct 2024) in Section 2.1 (General-sum games and their challenges), Equilibrium selection paragraph