NVIDIA's Three Neural Breakthroughs Transform Robot Learning at CoRL 2025

Summary

NVIDIA Research introduced NeRD, Dexplore, and VT-Refine at CoRL 2025, enhancing simulation with learned dynamics, enabling efficient exploration, and combining vision-tactile sensing for bimanual assembly. These innovations represent a first-of-its-kind capability in integrating multiple neural approaches for practical robot learning.