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

From Monopoly to Competition: Optimal Contests Prevail

AAAI 2023 · Learning theory and algorithms › Submodular and game algorithms · approach: Opponent modeling and subgame solving · 6 citations (OpenAlex)

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Measured effects reported in the paper

What was changedWhereMeasuredEffect
Choose a maximal-rent-dissipation contest with monotonically decreasing contestant utilityContest competition game with multiple designers · General contest competition gamecontestant-symmetric subgame-perfect equilibriumHelped
Restrict available contests to those with monotonically decreasing contestant utility and choose a maximal-rent-dissipation contestEach contest designer · General contest competition gamedominant strategyHelped
Allow Tullock contest parameters τ ≥ 2Tullock contests · Contest competition gamedominant strategy: τ ≥ 2Helped
Use a full-rent-dissipation contest, such as an all-pay auctionContest designers whose strategy sets include such a contest · General contest competition gamecontestant-symmetric subgame-perfect equilibriumHelped
Use maximal-rent-dissipation contests with monotonically decreasing utilityContest designers · Contest competition gamePareto optimality for designersHelped
Use maximal-rent-dissipation contests with monotonically decreasing utilityContest competition game · Contestants' aggregate welfareaggregate contestant welfareHurt
Use maximal-rent-dissipation contests with monotonically decreasing utility under unrestricted design, available APA, or the stated symmetric conditionsContest competition game · Social welfaretotal welfareHelped
Use maximal-rent-dissipation contests when rewards and contest strategy sets differContest competition game · Social welfaretotal welfare: 3/2; 1441/961Mixed
Allow contests whose contestant utility is not monotonically decreasingContest competition game · Designer equilibrium and dominancedominant strategy: 0.7812; 0.7761Hurt
Allow contestants to play asymmetric participation equilibriaContest competition game · APA equilibriumequilibrium: 2 contest designers; 3 contestantsHurt
Introduce risk-averse contestantsTullock contest competition game · Contestant-symmetric subgame-perfect equilibriumequilibrium: τ=2Hurt

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