MF-MDP enables stable long-horizon social simulations by coupling micro-level individual opinion states with macro-level collective dynamics, achieving up to 40,000 interactions with 75% lower KL divergence than baselines.
W(p t,ˆpt), averaged over timesteps, measuring the cost of transporting probability mass and being more robust to small support shifts
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Coupling Macro Dynamics and Micro States for Long-Horizon Social Simulation
MF-MDP enables stable long-horizon social simulations by coupling micro-level individual opinion states with macro-level collective dynamics, achieving up to 40,000 interactions with 75% lower KL divergence than baselines.