Quantitative Evaluation of Autonomous Driving in CARLA

There have been many recent advancements in imitation and reinforcement learning for autonomous driving, but existing metrics generally lack the means to capture a wide range of driving behaviors and compare the severity of different failure cases. To address this shortcoming, we introduce Quan-titative Evaluation for Driving (QED), which assesses different aspects of driving behavior including th...