AINeutralarXiv – CS AI · 6h ago6/10
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Uncertainty-Aware Motion Planning for Autonomous Driving in Mixed Traffic Environment
Researchers propose Uncertainty-Aware Motion Planning (UAMP), a new approach for autonomous vehicle decision-making in mixed-traffic environments that explicitly accounts for unpredictable human driver behavior. The method combines uncertainty estimation with value learning corrections to improve safety without sacrificing traffic efficiency.