Higher-order uncoupled dynamics exist that locally learn isolated mixed-strategy Nash equilibria in finite games, but no universal dynamics can learn them across all such games.
Optimization despite chaos: Convex relaxations to complex limit sets via Poincar´e recurrence
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Higher-Order Uncoupled Learning Dynamics and Nash Equilibrium
Higher-order uncoupled dynamics exist that locally learn isolated mixed-strategy Nash equilibria in finite games, but no universal dynamics can learn them across all such games.