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Pure-Circuit: Tight Inapproximability for PPAD
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The current state-of-the-art methods for showing inapproximability in
PPAD
arise from the ɛ-Generalized-Circuit (ɛ-
GCircuit
) problem. Rubinstein (2018) showed that there exists a small unknown constant ɛ for which ɛ-
GCircuit
is
PPAD
-hard, and subsequent work has shown hardness results for other problems in
PPAD
by using ɛ-
GCircuit
as an intermediate problem.
We introduce
Pure-Circuit
, a new intermediate problem for
PPAD
, which can be thought of as ɛ-
GCircuit
pushed to the limit as ɛ → 1, and we show that the problem is
PPAD
-complete. We then prove that ɛ-
GCircuit
is
PPAD
-hard for all ɛ < 1/10 by a reduction from
Pure-Circuit
, and thus strengthen all prior work that has used
GCircuit
as an intermediate problem from the existential-constant regime to the large-constant regime.
We show that stronger inapproximability results can be derived by reducing directly from
Pure-Circuit
. In particular, we prove tight inapproximability results for computing approximate Nash equilibria and approximate well-supported Nash equilibria in graphical games, for finding approximate well-supported Nash equilibria in polymatrix games, and for finding approximate equilibria in threshold games.
Association for Computing Machinery (ACM)
Title: Pure-Circuit: Tight Inapproximability for PPAD
Description:
The current state-of-the-art methods for showing inapproximability in
PPAD
arise from the ɛ-Generalized-Circuit (ɛ-
GCircuit
) problem.
Rubinstein (2018) showed that there exists a small unknown constant ɛ for which ɛ-
GCircuit
is
PPAD
-hard, and subsequent work has shown hardness results for other problems in
PPAD
by using ɛ-
GCircuit
as an intermediate problem.
We introduce
Pure-Circuit
, a new intermediate problem for
PPAD
, which can be thought of as ɛ-
GCircuit
pushed to the limit as ɛ → 1, and we show that the problem is
PPAD
-complete.
We then prove that ɛ-
GCircuit
is
PPAD
-hard for all ɛ < 1/10 by a reduction from
Pure-Circuit
, and thus strengthen all prior work that has used
GCircuit
as an intermediate problem from the existential-constant regime to the large-constant regime.
We show that stronger inapproximability results can be derived by reducing directly from
Pure-Circuit
.
In particular, we prove tight inapproximability results for computing approximate Nash equilibria and approximate well-supported Nash equilibria in graphical games, for finding approximate well-supported Nash equilibria in polymatrix games, and for finding approximate equilibria in threshold games.
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