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Preprint Aug 2026

Rethink Before You Execute: Adaptive Execution for World Action Models

TempoWAM (Timing Execution by Monitoring Progress Online), a lightweight plug-and-play execution scheme for WAMs, calibrated by a task-dependent calibration factor with online adaptation to bridge the training-deployment gap.

Feng Ye, Yi-Ming Zhao, Yong Yu et al. · 3 citations
#artificial intelligence Preprint Aug 2026

Perceive to Hypothesize, Verify to Ground: An Agentic Reasoning Framework for Open-World Geo-Localization

This work reformulate geo-localization as a human-like perceive-then-verify reasoning problem and proposes GeoPAVE (Geo-localization Perception-and-Verification-Engine), a bi-level agentic framework that contains perception-based hypothesis generation via single-pass rollouts and verification-based evidence grounding f...

Yutian Jiang, Rui-Ji Li, Sisuo Lyu et al. · 0 citations

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