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SLVMBench: Skill Learning from Video Memory
新基准测试SLVMBench，评估AI从视频记忆中习得技能的潜力。
arXiv:2607.11312v1 Announce Type: new Abstract: We introduce Skill Learning from Video Memory (SLVMBench), the first benchmark that jointly evaluates …
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Skill-3D: Evolving Scene-Aware Skills for Agentic 3D Spatial Reasoning
揭示现有方法在3D场景中工具误用与偏好偏差，提出场景感知技能学习新范式
arXiv:2606.07436v1 Announce Type: new Abstract: This paper explores agentic 3D spatial understanding, i.e., MLLM agents performing 3D reasoning throug…
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VASO: Formally Verifiable Self-Evolving Skills for Physical AI Agents
物理AI智能体自我进化技能+形式化验证，确保安全性与可靠性的前沿方法
arXiv:2606.05395v1 Announce Type: cross Abstract: Reusable robot skills are becoming the basic units through which embodied agents turn open-ended ins…
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Skill Neologisms: Towards Skill-based Continual Learning
基于技能新词的持续学习新范式，探索模型如何持续积累和组合技能
arXiv:2605.04970v2 Announce Type: replace Abstract: Modern LLMs show mastery over an ever-growing range of skills, as well as the ability to compose t…