AIBullisharXiv – CS AI · Jun 27/10
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From Cues to Horizons: Dynamic Risk Horizon Profiling for Trajectory Prediction
Researchers propose a Risk Horizon Profiling (RHP) module that improves vehicle trajectory prediction for autonomous driving by dynamically modeling future risk distributions rather than relying solely on historical risk data. The method achieves 25-29% error reduction on highway and urban datasets, suggesting significant safety improvements for autonomous vehicles and driver-assistance systems.
