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cs.RO2025
A Conflicts-free, Speed-lossless KAN-based Reinforcement Learning Decision System for Interactive Driving in Roundabouts
Zhihao Lin, Zhen Tian, Jianglin Lan +4
Safety and efficiency are crucial for autonomous driving in roundabouts, especially mixed traffic with both autonomous vehicles (AVs) and human-driven vehicles. This paper presents…
cs.RO2024
Enhanced Visual SLAM for Collision-free Driving with Lightweight Autonomous Cars
Zhihao Lin, Zhen Tian, Qi Zhang +2
The paper presents a vision-based obstacle avoidance strategy for lightweight self-driving cars that can be run on a CPU-only device using a single RGB-D camera. The method consist…