Author

Zong-Dai Liu

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Jul 2026

WorldScape Policy 2.0: Empowering Steerable World Action Modeling with Reasoning-Augmented Memory

WorldScape Policy 2.0 is introduced, a controllable WAM with reasoning-augmented long short-term memory and fine-grained instruction following and in-context adaptation that demonstrates superior capabilities in long-horizon autonomous planning, fine-grained instruction following and in-context adaptation.

Hai-Sheng Su, Zong-Dai Liu, Xin Jin et al. · arXiv.org · 2 citations