Research papers · Posted 2022.11.18 · Publication / acceptance: author-reported

Rationale-aware Autonomous Driving Policy utilizing Safety Force Field implemented on CARLA Simulator

Rationale-aware Autonomous Driving Policy utilizing Safety Force Field implemented on CARLA Simulator

Overview

The authors implement Safety Force Field and integrate it with CARLA. A claimed-set predictor and safety-potential-based driving policy aim to provide explicit maneuver rationale while operating consistently across changing traffic conditions.

Publication and version information

Publication, acceptance or venue information is author-reported on arXiv. The exact source wording is preserved below.

Author-supplied source information

Author-supplied information on arXiv.

9 pages including appendices, 4 figures, NeurIPS 2022 Workshop: Machine Learning for Autonomous Driving (ML4AD)

Version: arXiv v1 — manuscript revision

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