Mitigating Causal Confusion in Vector-Based Behavior Cloning for Safer Autonomous Planning

Author:

Guo Jiayu1,Feng Mingyue2,Zhu Pengfei2,Dou Jinsheng2,Feng Di2,Li Chengjun2,Wan Ru2,Pu Jian1

Affiliation:

1. Fudan University,Institute of Science and Technology for Brain-Inspired Intelligence

2. Mogo Auto Intelligence and Telematics Information Technology Company Ltd.

Publisher

IEEE

Reference37 articles.

1. Urban driver: Learning to drive from real-world demonstrations using policy gradients;Scheel

2. Planning-oriented Autonomous Driving

3. ChauffeurNet: Learning to Drive by Imitating the Best and Synthesizing the Worst

4. Plant: Explainable planning transformers via object-level representations;Renz

5. Diffstack: A differentiable and modular control stack for autonomous vehicles;Karkus

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