Autonomous driving paper index

Driving Instruction as a Behavioral Test Oracle for Autonomous Vehicles

2026-07-05 · Zenodo (CERN European Organization for Nuclear Research)

autonomous driving systemautonomous drivingautonomous vehicle

One-line summary

An autonomous driving research paper: Driving Instruction as a Behavioral Test Oracle for Autonomous Vehicles.

Engineering notes

Key topics: autonomous driving system, autonomous driving, autonomous vehicle. See the paper for implementation details and experimental results.

Chinese explanation / 中文解读

中文解读待补充：本站会优先为端到端自动驾驶、BEV感知、3D目标检测、轨迹预测、路径规划、LiDAR感知等高价值论文补充中文说明。

Original abstract

A structured translation of a driving-instructor's methodology (from the book "A Beginner's Guide to Safe Driving" by Eduard Schiopu, Romanian original 2018) into machine-usable artifacts for behavioral testing of autonomous driving systems: 17 principle records, 88 parameterized scenario designs, per-principle competency rubrics with candidate thresholds, and candidate formal constraints. All thresholds are uncalibrated candidates; the work is a hypothesis set for engineering evaluation.

5.0Engineering value

7.0Research novelty

5.0Business relevance

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