Beyond Ensemble Disagreement: Predictive STL Monitoring of RL Locomotion under Distribution Shift

Qurban Ali, Badaruddin Chachar, Maqsood Ali +1

RL locomotion policies trained under nominal simulation conditions may encounter distribution shifts that compromise safety. Predictive monitors could anticipate violations, but th…