2026
Time Optimal Execution of Action Chunk Policies Beyond Demonstration Speed
ICLR 2026poster
Achieving both speed and accuracy is a central challenge for real-world robot manipulation. While recent imitation learning approaches, including vision-language-action (VLA) models, have achieved remarkable precision and generalization, their execution speed is often limited by slow demonstration v…