Nvidia on Xu'Bloghttps://xuquant.com/tags/nvidia/Recent content in Nvidia on Xu'BlogXu'Bloghttps://xuquant.com/images/profile.jpghttps://xuquant.com/images/profile.jpgHugo -- 0.152.2enSun, 11 Jan 2026 10:00:00 +0800Vision-Language-Action Models for Autonomous Driving: The Cosmos-Reason Approachhttps://xuquant.com/posts/autodrive/nvidia_vla/Sun, 11 Jan 2026 10:00:00 +0800https://xuquant.com/posts/autodrive/nvidia_vla/Technical deep-dive into Nvidia's Cosmos-Reason (Alpamayo) VLA system for autonomous driving, covering tri-plane vision encoding, ego-shortcut avoidance, Cause-of-Change dataset paradigm, and reasoning-action alignment via reinforcement learning.