Search Results for author: Maxime Gariel

Found 2 papers, 1 papers with code

Bayesian Safety Validation for Black-Box Systems

1 code implementation3 May 2023 Robert J. Moss, Mykel J. Kochenderfer, Maxime Gariel, Arthur Dubois

Accurately estimating the probability of failure for safety-critical systems is important for certification.

Bayesian Optimization

Framework for Certification of AI-Based Systems

no code implementations21 Feb 2023 Maxime Gariel, Brian Shimanuki, Rob Timpe, Evan Wilson

The current certification process for aerospace software is not adapted to "AI-based" algorithms such as deep neural networks.

Common Sense Reasoning

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