EmbodiedSkills: A Unified Framework for Orchestrating, Training, and Deploying VLA Agents

  • 类型：arxiv
  • 标识：2609.01281
  • 链接：https://arxiv.org/abs/2609.01281
  • 主分类：multimodal
  • 形态：application
  • 被引：2
  • 被引来源：Semantic Scholar
  • S2被引：2
  • OpenAlex被引：0
  • 影响力被引：0
  • TLDR：EmbodiedSkills is presented, a skill-based agent framework that augments frozen VLA policies with world action models for consequence-aware action selection and demonstrates the applicability of consequence-aware selection across different policy backends and action representations.
  • OpenAlex ID：W7206210366
  • OpenAlex DOI：10.48550/arxiv.2609.01281
  • DOI：10.48550/arxiv.2609.01281
  • DOI来源：OpenAlex
  • 开放获取：green
  • 开放获取链接：https://arxiv.org/pdf/2609.01281
  • OpenAlex更新：2026-09-10
  • 副分类：agent
  • 待LLM分类：否
  • 标题中文：EmbodiedSkills：用于编排、训练和部署 VLA Agent 的统一框架
  • TLDR中文：EmbodiedSkills 是一个统一框架，将每项技能决策视为执行提案：运行时先检查前置条件再执行，执行后再验证结果，为将底层 VLA 策略转化为闭环具身系统提供可训练且可检视的 Agent 层。
  • 来源文件：
  • /inbox/tom/_candidates/2026-09-08-agent-rag-longcontext-candidates.json
  • /inbox/tom/_candidates/2026-09-09-agent-rag-longcontext-candidates.json
  • [OpenAlex backfill]
  • [S2 enrich]