AI MODELS GENERALIZATION FOR DRIVING

A method of AI models generalization for driving. The method includes identifying road segments artificial intelligence models based on a similarity metric between different road segments along one or more different driving routes and further in accordance with a route benchmark. Each road segments artificial intelligence model is generated in association with a road segment for the driving route, by collecting driving data relating directly to the road segment and reflecting behavioral data of drivers captured along the road segment. And creating a general artificial intelligence model for at least a portion of the driving route, by automatically merging at least a portion of the road segments artificial intelligence models for the different road segments based on the similarity metric, to provide a decision making that complies with the different road segments along the one or more different driving routes.