EvoQRE models bounded-rationality traffic as general-sum Markov games solved via QRE and entropy-regularized replicator dynamics, with a proven convergence rate and SOTA results on Waymo and nuPlan.
Quantal response equilibria for extensive form games,
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EvoQRE: Modeling Bounded Rationality in Safety-Critical Traffic Simulation via Evolutionary Quantal Response Equilibrium
EvoQRE models bounded-rationality traffic as general-sum Markov games solved via QRE and entropy-regularized replicator dynamics, with a proven convergence rate and SOTA results on Waymo and nuPlan.