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Environmental illusions can degrade lane detection accuracy by over 7%, posing serious safety risks for autonomous vehicles.
By dynamically weighting RL updates based on the credibility of state estimates, this approach enables safer and more reliable autonomous navigation for USVs in uncertain environments.