An autonomous vehicle including a vehicle propulsion system, a braking system, a steering system, and a computing system that is in communication with the vehicle propulsion system, the brake system, and the steering system. The computing system can receive an indication an account associated with a passenger of the autonomous vehicle for a trip of the autonomous vehicle includes a predefined parent-child link with a second account. The predefined parent-child link indicates the account associated with the passenger is subordinate to the second account and a parent-child relationship exists between the passenger and a person associated with the second account. Responsive to receiving the indication of the parent-child link and the passenger being the child in the parent-child relationship, the computing system can control the autonomous vehicle to enable a linked account feature that would otherwise be disabled.

An example operation includes one or more of detecting a movement in a transport, determining whether the movement includes a gesture definition, when the movement includes a gesture definition, identifying a gesture associated with the gesture definition, and performing an action, via the transport, corresponding to the identified gesture.

A method for instructing users of car-sharing services to operate a shared vehicle includes identifying a user of a selected vehicle, determining a customary vehicle of the user based on the identification, determining differences between the selected vehicle and the customary vehicle, and informing the user of the determined differences.

A moving body control apparatus includes a judging section that judges a driving preparation level of an occupant of a moving body; and a lane change control section that approves a first lane change, which is a lane change in which a lane boundary line is crossed once, if the driving preparation level of the occupant is greater than or equal to a first level, and approves a second lane change, which is a lane change in which lane boundary lines are crossed a plurality of times, if the driving preparation level of the occupant is greater than or equal to a second level that is higher than the first level.

An apparatus for switching driving control authority of an autonomous vehicle and a method thereof are provided to deeply learn a normal driving pattern of the autonomous vehicle corresponding to a driving situation, detect a matching degree of the driving pattern of a driver based on the deep learning result, and determine whether to retrieve the driving control authority of the driver corresponding to the detected matching degree. Accordingly, the driving control authority of the driver is retrieved to prevent an accident in advance even if there is no request to activate an autonomous driving mode of the driver.

Techniques are provided for operational situation vehicle control, and include determining action and context data for one or more vehicle operations in one or more operational situations, training vehicle control rules for those operational situations, and using those vehicle control rules to control vehicles in compatible operational situations.

An agent management device includes a processor including hardware, the processor being configured to: generate a response to an inquiry from an occupant of a moving body; determine whether or not a change in a control content of the moving body to correspond to the response is possible; output a question whether or not to execute the change to the control content to the occupant when determining that the change to the control content is possible; and execute the change to the control content when the occupant approves the change to the control content.

A method comprises detecting identities of occupants of a vehicle using any of a camera system, an audio system, a biometric sensing system, and a mobile device detection system in the vehicle. The method comprises matching the detected identities to corresponding profiles of the occupants. The profiles include permissions set by the occupants for collecting data about preferences of the occupants. The method comprises perceiving, based on the permissions in the profiles, preferences of the occupants for inputs received by the occupants. The perceiving includes capturing responses of the occupants to the inputs using any of the camera system, a haptic sensing system, and an audio system in the vehicle, and wherein the perceiving further includes processing the responses using trained models. The method comprises adding the preferences to the profiles to provide content to the occupants based on the preferences stored in the profiles.

Aspects of the present disclosure relate switching between autonomous and manual driving modes. In order to do so, the vehicle's computer may conduct a series of environmental, system, and driver checks to identify certain conditions. The computer may correct some of these conditions and also provide a driver with a checklist of tasks for completion. Once the tasks have been completed and the conditions are changed, the computer may allow the driver to switch from the manual to the autonomous driving mode. The computer may also make a determination, under certain conditions, that it would be detrimental to the driver's safety or comfort to make a switch from the autonomous driving mode to the manual driving mode.

The present teaching relates to method, system, and medium, for generating an augmented alert in a hybrid vehicle. First information indicating an upcoming switch in an operating mode of the vehicle is received, which specifies a set of tasks, arranged in an order, to be completed by a driver in the vehicle to achieve the upcoming switch, and a task duration for each of the set of tasks by which the task is to be completed. A current state of the driver is obtained and used to determine a set of warnings to alert the driver to perform the set of tasks. Each warning corresponds to a task in the set of tasks and is created based on the current state of the driver. A warning schedule is generated based on the set of warnings in the order of the set of tasks and transmitted so that warnings in the warning schedule are delivered to the driver.