2025
Chain-of-Action: Trajectory Autoregressive Modeling for Robotic Manipulation
NeurIPS 2025poster
We present Chain-of-Action (CoA), a novel visuomotor policy paradigm built upon Trajectory Autoregressive Modeling. Unlike conventional approaches that predict next step action(s) forward, CoA generates an entire trajectory by explicit backward reasoning with task-specific goals through an action-le…