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

Security Games on a Plane

AAAI 2017 · Learning theory and algorithms › Submodular and game algorithms · approach: Opponent modeling and subgame solving · 11 citations (OpenAlex)

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Measured effects reported in the paper

What was changedWhereMeasuredEffect
use PTAS instead of exact algorithmSGP solver · Runtime vs number of targetsruntimeHelped
allow resources anywhere on the plane (SGP) instead of only at targets (SPE)Security game defender · 100 targets, 20 resourcesdefender utilityHelped
higher payoff variance across targetsSPE as heuristic for SGP · 100 targets, 20 resourcesSPE/SGP utility ratioHelped

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