A method for bypass alert, the method may include obtaining during a driving session of a vehicle, sensed information about an environment of the first vehicle, by one of more vehicle sensors of the vehicle; detecting that the vehicle is within a certain distance from a destination of the driving session; detecting, using a first machine learning process, one or more parking indicators that are indicative of an allowable parking area that precedes the vehicle; detecting a vacant parking space within the parking area that is large enough to facilitate a parking of the vehicle within the vacant parking space; and responding to the vacant parking space.

Localization error handling using output is described. A computing system associated with a vehicle can receive sensor data from a sensor associated with vehicle. The computing system can determine, based at least partly on the sensor data, a first instruction for controlling the vehicle during a first period of time and a difference in pose information associated with a pose of the vehicle. Based at least partly on determining the difference, the computing system can retrieve a second instruction for controlling the vehicle during a second period of time prior to the first period of time and, based at least partly on comparing the first instruction and the second instruction, the computing system can determine whether the vehicle is to follow the first instruction or perform an alternate operation.

A vehicle control device includes a steering wheel including an annular rim portion and a spoke portion that extends inward from the rim portion, an indicator that is disposed on the spoke portion and is able to be lit, and a controller that controls a lighting state of the indicator according to a state of driving assistance.

An alertness level that is the consciousness level of the driver of a vehicle is determined, and the timing of a manual driving return request notification is controlled in accordance with the alertness level. A data processing unit determines the alertness level of the driver of the vehicle, and records evaluation data. The data processing unit acquires observation information about the driver, determines the alertness level of the driver, and evaluates and records the return rate at each time. The vehicle is a vehicle capable of switching between automatic driving and manual driving, and the data processing unit controls the timing of a manual driving return request notification for the driver's return from automatic driving to manual driving, in accordance with the alertness level of the driver. The observation information to be acquired by the data processing unit includes observation information about the driver both before and after the driver gets in the vehicle. For example, passive monitoring, information about the driver's response to a notification, and the like are observed.

An autonomous driving assistance device includes a manual driving control section, an autonomous driving control section, and a travelling condition determining section. If it is detected that there is a malfunction in a first sensor during control of the autonomous driving of the vehicle, the autonomous driving control section executes emergency autonomous driving until a predetermined condition is satisfied while changing, based on the determined travelling condition, a driving manner of an emergency autonomous driving as compared with a driving manner of the autonomous driving executed before no malfunctions are detected in the first sensor; and after the emergency autonomous driving is terminated, the autonomous driving assistance device being configured to selectively execute one of: causing the autonomous driving control section to stop the vehicle; and causing the manual driving control section to control the manual driving.

Vehicles, methods, and computer readable storage media are provided for implementing a hybrid control for an autonomous vehicle. The vehicle can be controlled by receiving a request from an individual for transportation in the vehicle. The vehicle can then navigate with an autonomous control component to the location of an individual to commence the transportation. Then the vehicle can detect, by one or more sensors, that the individual has entered the vehicle. Then, responsive to detecting that the individual has entered the vehicle, the vehicle can change from an autonomous control component to a hybrid control component wherein the hybrid component control comprises allowing the individual to control one or more vehicle control features that were under autonomous control in autonomous component control.

An ACC function for performing constant speed cruise according to a target speed when there is no preceding other vehicle in a vehicle's own driving lane and performing following cruise by maintaining a predetermined inter-vehicle distance when there is a preceding other vehicle, an LKA function for maintaining cruise in the vehicle's own driving lane by following control to a target path, a function for performing automated lane change to a neighboring lane when there is no other vehicle in a predetermined range in the neighboring lane, an override function for stopping the automated lane change function by a driver's operation intervention, and a function for performing fallback control of the automated lane change function, with notifying the driver of stopping the automated lane change function and operation takeover.

An autonomous urban transport vehicle (AUTV) to transport a user, including a tricycle including brakes and steering and a controller. The controller includes an autonomous mode processor to control the brakes and steering when the AUTV is in an autonomous mode. The controller also includes a manual mode processor to control manual mode functions of the AUTV when the AUTV is in a manual mode. The manual mode functions are exclusive of actuation of the brakes and steering.

A system, including: a non-transitory memory; and one or more hardware processors coupled to the non-transitory memory and configured to read instructions from the non-transitory memory to cause the system to perform operations including: detecting a first automobile; determining that the first automobile is a self-driving automobile; and in response to determining that the first automobile is a self-driving automobile, causing a second automobile to emulate a motion of the first automobile.

A control device of a mobile object includes a control unit configured to restrict, based on information specifying a suppression area where occurrence of a communication delay is to be suppressed, the mobile object from performing an operation that induces a communication delay in the suppression area.