FlowDAgger: Human-in-the-Loop Adaptation of Generative Robot Policies in Latent Space

Embodied AI 101 · Jul 19, 2026 · 16m · transcript

Steers frozen robot foundation models including VLAs, diffusion policies, and world models using human corrections via action inversion in latent space without fine-tuning the base policy. Outperforms supervised fine-tuning and latent RL with only 5–20 human interventions.