KL-DRO centered on a learned density uses adaptive scenarios
On scarce records, a learned nominal lowered cost under distribution shift on newsvendor and grid capacity problems.
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Stories tagged #scenario-generation
A Local Agentic AI Framework to Generate Edge Case Scenarios for Safety Assurance
A laptop-based local agentic framework generates and critiques edge-case scenarios for autonomous-system safety assurance.
How corner is a corner case? Percentile control for highway scenario generation
A diffusion method generates highway scenarios at a requested risk percentile, hitting 98.75% of targets.