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Bipedal-wheeled robots can now traverse complex stair terrains with unprecedented smoothness and adaptability, thanks to a novel dynamics-aware framework.
Diffusion models can achieve a 10x performance boost in real-world autonomous driving when optimized for trajectory representation, loss space, and augmented with reinforcement learning.