AINeutralarXiv – CS AI · Mar 34/104
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Why Not? Solver-Grounded Certificates for Explainable Mission Planning
Researchers developed a new method for explaining satellite mission planning decisions using solver-grounded certificates that directly derive explanations from optimization models. The approach achieves perfect accuracy in explaining why scheduling requests are accepted or rejected, outperforming traditional post-hoc explanation methods that produce non-causal attributions 29% of the time.