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On Rational Delegations in Liquid Democracy

AAAI 2019 · Multi-agent systems and games › Games and equilibria · approach: Cooperation and social dilemmas

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Measured effects reported in the paper

What was changedWhereMeasuredEffect
Increase average network degreeEffortless iterated best response · Simulated networks, degrees 4–24BR updates: 298.1 -> 250.0Helped
Increase average network degreeIterated best response with effort · Simulated networks, degrees 4–24Mean accuracy under delegation: 0.8906 -> 0.8893Hurt
Include effort in proxy choiceIterated best response · Simulated networks, degrees 4–24BR updates: 298.1 -> 294.7 (degree 4); 250.0 -> 249.9 (degree 24)No clear effect
Choose proxies simultaneously in a one-shot game instead of iteratively updatingDelegation game · One-shot simulations with effortMean network accuracyHurt
Increase network degree in one-shot delegationDelegation game with effort · One-shot simulationsMean network accuracyHurt
Use a scale-free rather than small-world networkOne-shot delegation game · Simulated network topologiesProbability of a correct majority outcomeHurt

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