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Reinforcement Learning Measurement Model

stat.ME · 2026-05-10 · unverdicted · novelty 7.0

RLMM decouples person-level choice sensitivity from task-level value functions via a parametric RL model with Boltzmann choice and MAP estimation, outperforming tabular MDP-MM in simulations and linking person parameters to performance in real gameplay data.

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  • Reinforcement Learning Measurement Model stat.ME · 2026-05-10 · unverdicted · none · ref 14

    RLMM decouples person-level choice sensitivity from task-level value functions via a parametric RL model with Boltzmann choice and MAP estimation, outperforming tabular MDP-MM in simulations and linking person parameters to performance in real gameplay data.