Knowledge-infused Learning for Autonomous Driving (KL4AD)

Explore the cutting-edge field of knowledge-infused learning for autonomous driving in this comprehensive tutorial. Delve into the emerging area of neuro-symbolic AI and discover how external knowledge can be leveraged within machine and deep learning solutions to enhance interpretability, explainability, robustness, and transferability. Examine three core state-of-the-art technical achievements in the autonomous driving domain, presented by a collaborative team from academia and industry. Gain insights into recent innovations using real-world datasets and understand how knowledge-infused learning approaches can address the inherent challenges in achieving full autonomy. Learn about the potential of these methods to revolutionize the field of autonomous driving and tackle complex AI problems.