Latent Barrier Steering adds hierarchical safety to generative planners
On navigation and robot end-effector tasks, LBS kept safety while improving goal reaching versus path-level filters.
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Stories tagged #control-barrier-functions
CSF: Contextual Safety Filtering for Motion Generators
Contextual safety filtering grounds language rules in trajectories and cuts motion danger events by up to 90%.
LEAP-CBF: A Safety Filter for Uncertain Systems with Least-Effort Adversarial Potentials
Researchers propose LEAP certificates as robust control-barrier safety filters for uncertain robotic systems.