Mobility Manager Trainer for Improved Autonomy in Exception Handling

A system for resolving an exception situation in autonomous driving, comprising:

• a memory;
• and
• a processor, the processor configured to execute instructions stored in the memory to:
• receive telemetry data from an autonomous vehicle (AV);
• identify, using the telemetry data, features and feature values;
• identify, using the features and the feature values, a solution to the exception situation;
• determine a confidence level of the solution;
• in response to the confidence level exceeding a threshold, transmit the solution to the AV;
• and
• in response to the confidence level not exceeding the threshold:
• forward the solution to a mobility manager;
• obtain, from the mobility manager, a validated solution;
• and
• transmit the validated solution to the AV.

A system for resolving an exception situation in autonomous driving, comprising:

• a memory;
• and
• a processor, the processor configured to execute instructions stored in the memory to:
• receive, from an first autonomous vehicle (AV), a first request for assistance to resolve an first exception situation encountered by the first AV;
• generate a first automatic solution to the first exception situation;
• on condition that a confidence level in the first automatic solution not exceeding a threshold, obtain from a first mobility manager a validated solution;
• transmit, as a transmitted solution, one of the first automatic solution or the validated solution to the first AV;
• subsequent to transmitting the transmitted solution to the first AV, forward the transmitted solution to a second mobility manager for review;
• receive a feedback from the second mobility manager;
• receive, from a second AV, a second request for assistance to resolve a second exception situation encountered by the second AV;
• and
• generate, using at least the feedback from the second mobility manager, a second automatic solution to the second exception situation.