Techniques are described herein for providing information regarding one or more actions an autonomous vehicle management system is planning to perform. The autonomous vehicle management system can also provide information indicative of one or more reasons for a planned action. This information can be provided through a user interface that displays an indication of the action together with an indication of the reason for the action. The information provided through the user interface can improve the user's trust in the safety of the autonomous vehicle, provide the user with context for evaluating the decisions made by the autonomous vehicle management system, and allow the user to decide for himself or herself whether the actions planned by the autonomous vehicle make sense.

A system for determining a pose of a vehicle and building maps from vehicle priors processes received ground intensity LIDAR data including intensity data for points believed to be on the ground and height information to form ground intensity LIDAR (GIL) images including pixels in 2D coordinates where each pixel contains an intensity value, a height value, and x- and y-gradients of intensity and height. The GIL images are formed by filtering aggregated ground intensity LIDAR data falling into a same spatial bin on the ground and using a registration algorithm to align two GIL images relative to one another by estimating a 6-degree-of-freedom pose with associated uncertainty that minimizes error between the two GIL images. The aligned GIL images are provided as a pose estimate to a localizer. The system may provide online localization and pose estimation, prior building, and prior to prior alignment pose estimation using image-based techniques.

A remote control device that is to be worn on the appendage of an operator includes a base portion, a wireless communication system, a control, and an insert member. The wireless communication system includes a wireless transmitter for transmitting wireless commands from the remote control device. The control is communicably coupled to the wireless communication system, wherein actuation of the control causes the wireless transmitter to transmit a wireless command. The insert member is removably attached to the base portion.

A parking support apparatus is provided with: a vehicle controller configured to park a vehicle by controlling behavior of the vehicle in accordance with the signal associated with the remote operation if a distance between a transmitter located outside of the vehicle and the vehicle is greater than or equal to a first distance and is less than or equal to a second distance. The vehicle controller performs a predetermined informing operation for an operator of the transmitter, instead of or in addition to controlling the behavior of the vehicle in accordance with the signal associated with the remote operation, if the distance is greater than or equal to the first distance and is less than or equal to a third distance or if the distance is greater than or equal to a fourth distance and is less than or equal to the second distance.

A managing apparatus for positioning rental vehicles includes a memory storing instructions and a processor configured to execute the instructions to cause the managing apparatus to access model information and location information for a plurality of autonomous vehicles, receive a request including a delivery location and a chosen model for renting, select an autonomous vehicle of the chosen model from among the plurality of autonomous vehicles based on the model information, the location information, and the delivery location, instruct the selected autonomous vehicle to fully-autonomously or semi-autonomously travel to the delivery location, and instruct the selected autonomous vehicle to switch to manual operation mode at the delivery location for manual operation by a vehicle rental customer.

The remote operator recommendation system identifies, using the matching model, an adapted remote operator having an operator attribute adapted to a user attribute of a requesting user requesting remote operation of a vehicle from among standby remote operators. Furthermore, the remote operator recommendation system predicts, using the collaborative filtering model, an expected remote operator who has not been used by the requesting user but is expected to be highly evaluated by the requesting user from among the standby remote operators. The remote operator recommendation system recommends the expected remote operator to the requesting user in addition to the adapted remote operator.

An autonomous robot vehicle in accordance with aspects of the present disclosure includes a conveyance system and a compartment coupled to the conveyance system. The conveyance system autonomously drives the autonomous robotic vehicle between one or more storage locations and one or more delivery locations. The compartment receives one or more items stored at the one more storage locations. The compartment includes a temperature control module configured to maintain the compartment within a predetermined temperature range to provide temperature control for the one or more items as the conveyance system drives between the one or more storage locations and the one or more delivery locations.

The disclosure describes systems and methods including a mobile device for remotely controlling the movement of a vehicle and trailer. The mobile device provides an intuitive user interface and control input mechanism for controlling the movement of the vehicle and trailer. The control input mechanism uses the tilt and heading of the mobile device to provide a propulsion command and a steering curvature command.

A teleoperations system may be used to select from among multiple scenarios generated by an autonomous vehicle based upon context data provided to the teleoperations system by the autonomous vehicle. Furthermore, an autonomous vehicle may validate a selected scenario prior to executing that scenario to confirm that the scenario does not violate any vehicle and environmental constraints for the autonomous vehicle. Further, a user interface may be presented to a teleoperations system operator to coordinate the display representations of different scenarios with those of the user interface controls used to select such scenarios.

A vehicle is operable in a first mode in which vehicle actions are controlled in response to inputs received by an input device carried by the vehicle from an operator while being boarded on the vehicle and in a second mode in which vehicle actions are controlled in response to inputs received from the operator while the operator is proximate the vehicle, but no longer boarded on the vehicle. The vehicle carries a sensor configured to output a sensed input, as sensed by the sensor, from the operator proximate the vehicle, but not boarded on the vehicle. The sensed input is recognized and associated with a vehicle action and control signals are output to the vehicle based on the sensed input to cause the vehicle to carry out the vehicle action.