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Networked Anti-coordination Games Meet Graphical Dynamical Systems: Equilibria and Convergence

AAAI 2023 · Multi-agent systems and games › Games and equilibria · approach: Learning in Markov games · 2 citations (OpenAlex)

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Measured effects reported in the paper

What was changedWhereMeasuredEffect
Use self-non-essential rather than self-essential decisionsAnti-coordination games, sequential and synchronous · NE existence and findingcomputational complexity: NP-hard -> PHelped
Use self-non-essential rather than self-essential decisionsSynchronous anti-coordination games · Limit-cycle convergenceworst-case convergence steps: O(m) -> O(m)No clear effect
Use self-non-essential rather than self-essential decisionsSequential anti-coordination games · Limit-cycle convergenceworst-case convergence steps: NA -> O(m)Helped
Use self-non-essential rather than self-essential decisionsSynchronous anti-coordination games · Small-worldaverage convergence steps: 14.41 -> 12.71Helped
Use self-non-essential rather than self-essential decisionsSynchronous anti-coordination games · Scale-freeaverage convergence steps: 12.78 -> 11.66Helped
Use self-non-essential rather than self-essential decisionsSynchronous anti-coordination games · Gnpaverage convergence steps: 13.09 -> 12.71Helped
Use self-non-essential rather than self-essential decisionsSynchronous anti-coordination games · astrophaverage convergence steps: 17.31 -> 13.72Helped
Use self-non-essential rather than self-essential decisionsSynchronous anti-coordination games · google+average convergence steps: 7.36 -> 7.05Helped
Use self-non-essential rather than self-essential decisionsSynchronous anti-coordination games · Deezeraverage convergence steps: 14.41 -> 12.29Helped
Increase network densitySynchronous SE anti-coordination dynamics · Gnp networksaverage convergence timeHurt
Increase network densitySynchronous SN anti-coordination dynamics · Gnp networksaverage convergence timeNo clear effect
Use self-non-essential rather than self-essential decisionsAnti-coordination games · Gnp, 20 vertices, average degree 4instances with at least one NE: 710 -> 20,000Helped

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