2025广州车展：Xiaomi HAD增强版正式发布

Core Insights - Xiaomi has launched the enhanced version of Xiaomi HAD at the Guangzhou Auto Show, introducing a new training method that combines reinforcement learning and world models to improve driving capabilities [1][8]. Group 1: Technological Advancements - The new version of Xiaomi HAD features three major improvements: smoother longitudinal acceleration and deceleration, more decisive lane changes, and more accurate intersection choices [1][8]. - The training framework allows the model to explore a virtual environment, rewarding correct actions and penalizing incorrect ones, leading to the development of optimal driving strategies [3][4]. - The world model can generate vast amounts of training scenarios based on Xiaomi's extensive 4D digital asset library, enabling targeted training in high-fidelity virtual environments [4][6]. Group 2: Performance Enhancements - The enhanced version of Xiaomi HAD has shown significant improvements in three core driving scenarios: smoother longitudinal control, more precise lane changes, and better path selection in complex intersections [8][11]. - Longitudinal control has been optimized to predict sudden lane changes by other vehicles, resulting in smoother deceleration and increased comfort for passengers [9]. - The system's ability to make decisive lane change decisions has improved, allowing for better handling of overtaking and obstacle avoidance [11]. Group 3: Safety Features - The new version includes advanced safety assistance features such as emergency steering assistance and low-speed collision avoidance technologies, enhancing overall driving safety [13]. - The safety assistance mechanisms are designed to provide comprehensive collision avoidance across various scenarios, ensuring a safer driving experience [13]. Group 4: Market Performance - In the past 12 months, Xiaomi's SU7 has ranked first among vehicles priced over 200,000, with a one-year retention rate of 88.91%, leading in the pure electric vehicle category [14]. - Xiaomi anticipates completing its annual delivery target of 350,000 units ahead of schedule, indicating strong market demand and customer satisfaction [16].