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Jing Huo

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نسخة أولية وصول مفتوح

AD-WM: Action-Discriminative World Models for Counterfactual Model Predictive Control

Jiabin Qiu, Zixuan Chen, Hongye Cao وآخرون · 2026

Latent world models are typically trained to predict factual transitions, whereas model predictive control (MPC) must compare alternative actions from the same state. A model can therefore achieve low factual prediction error yet poorly distinguish candidate actions. We introduce AD-WM, an action-discriminative joint-e …

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