RISE Research Radar

Computer Science Open House 2022-2025

2024

Verification of AI models

David Eklund, Jan Ekman, Koen Hoejmans

Summary

Verification of AI models. Using formal methods to verify neural networks. Applications include pendulum control systems, reinforcement learning, and bipedal walking. Approaches: sampling/testing, interval analysis, solver-based verification (SMT).

Themes

ai-ethicsmachine-learning

Keywords

AI verification, formal methods, neural network verification, control systems

Poster

Verification of AI models poster

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