2026
LDA-1B: Scaling Latent Dynamics Action Model via Universal Embodied Data Ingestion
RSS 2026poster
Recent robot foundation models largely rely on large-scale behavior cloning, which imitates expert actions but discards transferable dynamics knowledge embedded in heterogeneous embodied data. While the Unified World Model (UWM) formulation has the potential to leverage such diverse data, existing i…