SEVI: Safe Evidential Real-World Reinforcement Learning.

arXiv:2610.31829v1 Announce Type: cross Abstract: Real-world reinforcement learning has enabled contact-rich manipulation tasks to be trained directly on physical robots, but unsafe interactions during online learning remain a key barrier to practical deployme