Enhance safety in autonomous systems with Interval POMDP shielding that manages imperfect perception using confidence intervals and runtime guarantees.
Explore HINTBench, a benchmark for detecting intrinsic risks in agent trajectories, improving safety in autonomous systems with advanced risk auditing.