Generation of new artificial intelilgence modles for edge case driving scenarios

A system of generating artificial intelligence models for driving related scenarios, the system comprising at least one processing device configured to:

• generate, by using driving related data, a database of driving scenarios, the generating involves clustering the driving related data in accordance with the driving scenarios;
• and
• holding, in the database, the clustered data in association with corresponding driving scenarios;
• create, by using the clustered data, a dictionary of concept signatures, that causes the device to generate the concept signatures respectively to the clustered data, in association with the corresponding driving scenarios;
• and
• train, by using the database of driving scenarios, a set of artificial intelligence models, that causes the device to train of each artificial intelligence model based on the clustered data stored in the database in accordance with a specified driving scenario, to provide a decision making with respect to the specified driving scenario, such that the driving scenarios in the database are each associated with a corresponding set of concept signatures and with a corresponding set of artificial intelligent models, and wherein the concept signatures are used at a driving of a vehicle for determining a driving scenario.

A non-transitory computer readable medium storing instructions that, when executable by at least one processing device, cause the device to:

• generate, by using driving related data, a database of driving scenarios, the generating involves clustering the driving related data in accordance with the driving scenarios;
• and holding, in the database, the clustered data in association with corresponding driving scenarios;
• create, by using the clustered data, a dictionary of concept signatures, that causes the device to generate the concept signatures respectively to the clustered data, in association with the corresponding driving scenarios;
• and
• train, by using the database of driving scenarios, a set of artificial intelligence models, that causes the device to train of each artificial intelligence model based on the clustered data stored in the database in accordance with a specified driving scenario, to provide a decision making with respect to the specified driving scenario, such that the driving scenarios in the database are each associated with a corresponding set of concept signatures and with a corresponding set of artificial intelligent models, and wherein the concept signatures are used at a driving of a vehicle for determining a driving scenario.