C-TRAIL: A Commonsense World Framework for Trajectory Planning in Autonomous Driving
By: Zhihong Cui, Haoran Tang, Tianyi Li, Yushuai Li, Peiyuan Guan, Amir Taherkordi, Tor Skeie
Published: 2026-04-01
View on arXiv →#cs.AI
Abstract
This paper introduces C-TRAIL, a commonsense world framework designed for trajectory planning in autonomous driving. It focuses on incorporating common human understanding into the decision-making process for self-driving vehicles, aiming to enhance the robustness and safety of autonomous systems in complex real-world scenarios.