AIBullisharXiv – CS AI · Mar 47/104
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Learning Contextual Runtime Monitors for Safe AI-Based Autonomy
Researchers introduce a novel framework for learning context-aware runtime monitors for AI-based control systems in autonomous vehicles. The approach uses contextual multi-armed bandits to select the best controller for current conditions rather than averaging outputs, providing theoretical safety guarantees and improved performance in simulated driving scenarios.