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cs.AI2026

World Action Planner: Generalizable Decision-Making with Action-Conditioned World Models

Xiangcheng Zhang, Yilun Du

The paper introduces World Action Planner, a robot planning system that combines vision‑language models with a multi‑task, pose‑image conditioned world model to generate and iterat…