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Universal Actions For Enhanced Embodied Foundation Models by dunghoang is a document available to read on EtoBox.
What is Universal Actions For Enhanced Embodied Foundation Models about?
The document introduces UniAct, a novel framework for embodied foundation models that operates within a Universal Action Space to address the challenges of action heterogeneity across diverse robotic systems. By learning universal actions that encapsulate generic atomic behaviors, UniAct enhances cross-domain data utilization and enables rapid adaptation to new robotic platforms. The framework leverages a Vision Language Model to extract transferable features, allowing for effective generalization and impro
- Author
- dunghoang
- Language
- EN