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。PDF资料是该领域的重要参考
针对这一挑战，诺因提出从 VLA 迈向 AIGA 的技术路线：从 “模仿已有” 转向 “生成所需”。通过对更完整的动作空间与技能结构进行建模，并结合大规模合成数据训练，机器人可以在实时环境状态与长程任务目标的约束下，自主生成更适配当前情境的动作序列与执行策略，在更少依赖真实示教数据的条件下，逐步形成可迁移、可组合的新技能，从而显著提升家庭场景下的适应性与实用性。。clash下载 - clash官方网站对此有专业解读
Compounding move: Document which tasks can be done in parallel well. If you aren't careful, multiple agents can go do similar things, which can confuse them and make it hard to work. Some work is inherently serial, and knowing the difference will save you time on coordination.