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README.md

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+# AceAction Research
+
+**Learning to Act in Interactive Worlds.**
+
+AceAction is a research initiative exploring how intelligent agents understand goals, perceive dynamic environments, and translate intentions into actions. Our interests span **vision-language-action (VLA) learning**, **action-conditioned world modeling**, and **long-horizon decision-making** in interactive 3D worlds.
+
+## 📄 Papers
+
+### AceAction-5M · arXiv 2026
+
+**Hierarchical Goals for Generalist Action Learning Across 3D Game Worlds**
+
+A multi-game action-learning dataset with hierarchically structured goals, subgoals, and skills across **42 games** and over **5 million annotated episodes**.
+
+[Paper](https://arxiv.org/abs/2611.04241)
+
+### 3A-VLA · NeurIPS 2026
+
+**Abstraction-Aligned Action Learning for Vision-Language Agents in 3D Game Worlds**
+
+[Paper](https://arxiv.org/abs/2602.02212)