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Yaonong Wang

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#artificial intelligence Preprint Aug 2026

DA-WAM: Decision-Aligned Future Latents for Driving World Models

DA-WAM is proposed, a framework that unifies predictive representation learning, action-conditioned future modeling, and trajectory scoring under a single decision-making objective and demonstrates state-of-the-art performance on NAVSIM-v1 and NAVSIM-v2.

Ruiguo Zhong, Benshan Ma, Xiaolong Chen et al. · 0 citations