Lamarck's Driving School: Discovering Autonomous Driving Training Strategies through Evolutionary Competition.

arXiv:2610.11662v1 Announce Type: new Abstract: Autonomous driving capabilities depend strongly on the distribution of scenarios encountered during training. Existing methods commonly construct or dynamically adapt training scenario distributions using surroga