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Research map / Learning theory and algorithms / Submodular and game algorithms

Extensive-Form Perfect Equilibrium Computation in Two-Player Games

AAAI 2017 · Learning theory and algorithms › Submodular and game algorithms · approach: Correlated equilibria in sequential games · 13 citations (OpenAlex)

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Measured effects reported in the paper

What was changedWhereMeasuredEffect
Represent agent-form trembles as multiplicative sequence-form perturbations and solve the resulting perturbed LCPEFPE computation in 2-player general-sum games · 2-player general-sum gamescomputational complexity: PPAD-completeHelped
Use the zero-sum structure to convert the complementarity condition into a linear conditionEFPE computation in 2-player zero-sum games · 2-player zero-sum gamescomputational complexity: FPHelped
Use the paper's multiplicative perturbation to model uncertain action executionNash equilibrium computation with execution uncertainty · 2-player games with execution uncertaintycomputational complexity: PPAD-complete or in FP in general-sum and zero-sum games, respectivelyHelped
Use the prior non-uniform sequence perturbation criticized by the authorsEarlier EFPE algorithm · Counterexample game in AppendixEFPE correctness: nullHurt

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