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This invention describes a system for autonomous vehicles that learns how a specific driver prefers to drive by observing their actions and the vehicle's environment. It then uses this learned style to adjust the autonomous vehicle's behavior, making it mimic that person's driving. Crucially, any updates to this personalized driving style require biometric authentication of the driver and a safety verification.
Why it matters: Filed before the widespread adoption of advanced machine learning techniques for complex pattern recognition. The intervening years have seen significant improvements in AI, making the learning and nuanced adaptation of autonomous vehicle behavior more robust and accurate.
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