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Published at October 20Large Language Models for Autonomous Driving (LLM4AD): Concept, Benchmark, Simulation, and Real-Vehicle Experiment
cs.LG
cs.AI
Released Date: October 20, 2024
Authors: Can Cui, Yunsheng Ma, Zichong Yang, Yupeng Zhou, Peiran Liu, Juanwu Lu, Lingxi Li, Yaobin Chen, Jitesh H. Panchal, Amr Abdelraouf, Rohit Gupta, Kyungtae Han, Ziran Wang

| Symbol | Meaning |
| LLM | Large Language Model |
| Instruction | |
| Contextual (Environment) Information | |
| System Message | |
| History Data | |
| Feedback | |
| Reasoning Thoughts | |
| Generated Program | |
| Improved Generated Program | |
| LMP | Language Model Program |
| LLM backbone | |
| API | Application Programming Interface |
| TTC | Time to Collision |
| SV | Speed Variation |
| TE | Time Efficiency |