Abstract: The disclosed computer-implemented method may include displaying vehicle environment awareness. In some embodiments, a visualization system may display an abstract representation of a vehicle's physical environment via a mobile device and/or a device embedded in the vehicle. For example, the visualization may use a voxel grid to represent the environment and may alter characteristics of shapes in the grid to increase their visual prominence when the sensors of the vehicle detect that an object is occupying the space represented by the shapes. In some embodiments, the visualization may gradually increase and reduce the visual prominence of shapes in the grid to create a soothing wave effect. Various other methods, systems, and computer-readable media are also disclosed.

Abstract: The disclosed computer-implemented method may include displaying vehicle environment awareness. In some embodiments, a visualization system may display an abstract representation of a vehicle's physical environment via a mobile device and/or a device embedded in the vehicle. For example, the visualization may use a voxel grid to represent the environment and may alter characteristics of shapes in the grid to increase their visual prominence when the sensors of the vehicle detect that an object is occupying the space represented by the shapes. In some embodiments, the visualization may gradually increase and reduce the visual prominence of shapes in the grid to create a soothing wave effect. Various other methods, systems, and computer-readable media are also disclosed.

Abstract: The subject matter of this specification generally relates to modular vehicles including separable pod and base units. In some implementations, a computing system installed in a vehicle base identifies a vehicle pod that is detachably connected to a chassis on the vehicle base. In response to identifying that the vehicle pod is detachably connected to the chassis on the vehicle base, a communications link can be established between the computing system installed in the vehicle base and a computing system installed in the vehicle pod. Based on information obtained through the communications link, the computing system installed in the vehicle base can determine a particular configuration of the vehicle pod that is detachably connected to the chassis. The computing system can then verify that the vehicle base can safely transport the vehicle pod while the vehicle pod is detachably connected.

Abstract: A computing system may obtain, for each vehicle of a plurality of vehicles located within a location area, navigation data that indicates a travel route for the vehicle. Based on the navigation data for the plurality of vehicles, the computing system determines a subset of the plurality of vehicles that are within a threshold distance of each other and have respective travel routes that at least partially overlap. The computing system selects, based on a set of selection parameters, two or more vehicles among the subset of vehicles to form a platoon of vehicles that travel in a coordinated arrangement in proximity to each other during at least a portion of the respective travel routes of the selected vehicles. The computing system can direct the selected vehicles to form the platoon of vehicles.

Abstract: The disclosed computer-implemented method may include displaying vehicle environment awareness. In some embodiments, a visualization system may display an abstract representation of a vehicle's physical environment via a mobile device and/or a device embedded in the vehicle. For example, the visualization may use a voxel grid to represent the environment and may alter characteristics of shapes in the grid to increase their visual prominence when the sensors of the vehicle detect that an object is occupying the space represented by the shapes. In some embodiments, the visualization may gradually increase and reduce the visual prominence of shapes in the grid to create a soothing wave effect. Various other methods, systems, and computer-readable media are also disclosed.

Abstract: A method of providing decisions to user queries includes: receiving, by at least one processor, a query transmitted from a client device; identifying, from a query database, a first query model; applying, by the at least one processor, the identified first query model to multiple user experience data entries from a user experience database, to obtain at least one correlation resulting from the application of the first query model to the multiple user experience data entries; and identifying, by the at least one processor, an answer to the query from the at least one correlation.

Abstract: The disclosed computer-implemented method may include displaying vehicle environment awareness. In some embodiments, a visualization system may display an abstract representation of a vehicle's physical environment via a mobile device and/or a device embedded in the vehicle. For example, the visualization may use a voxel grid to represent the environment and may alter characteristics of shapes in the grid to increase their visual prominence when the sensors of the vehicle detect that an object is occupying the space represented by the shapes. In some embodiments, the visualization may gradually increase and reduce the visual prominence of shapes in the grid to create a soothing wave effect. Various other methods, systems, and computer-readable media are also disclosed.

Abstract: A computing system may obtain, for each vehicle of a plurality of vehicles located within a location area, navigation data that indicates a travel route for the vehicle. Based on the navigation data for the plurality of vehicles, the computing system determines a subset of the plurality of vehicles that are within a threshold distance of each other and have respective travel routes that at least partially overlap. The computing system selects, based on a set of selection parameters, two or more vehicles among the subset of vehicles to form a platoon of vehicles that travel in a coordinated arrangement in proximity to each other during at least a portion of the respective travel routes of the selected vehicles. The computing system can direct the selected vehicles to form the platoon of vehicles.

Abstract: A method of providing decisions to user queries includes: receiving, by at least one processor, a query transmitted from a client device; identifying, from a query database, a first query model; applying, by the at least one processor, the identified first query model to multiple user experience data entries from a user experience database, to obtain at least one correlation resulting from the application of the first query model to the multiple user experience data entries; and identifying, by the at least one processor, an answer to the query from the at least one correlation.

Abstract: Methods, apparatus, systems, and computer-readable media are provided for visually annotating rendered multi-dimensional representations of robot environments. In various implementations, first and second respective states of an object that exist before and after the object is acted upon by one or more robots may be determined. In various implementations, a multi-dimensional representation of an environment in which the one or more robots operate may be rendered, e.g., as part of a graphical user interface. In various implementations, a graphical representation of the object in at least the first or second state and a visual annotation of a trajectory of the object between the first and second states may be rendered within the multi-dimensional representation of the environment.

Abstract: The disclosed computer-implemented method may include displaying vehicle environment awareness. In some embodiments, a visualization system may display an abstract representation of a vehicle's physical environment via a mobile device and/or a device embedded in the vehicle. For example, the visualization may use a voxel grid to represent the environment and may alter characteristics of shapes in the grid to increase their visual prominence when the sensors of the vehicle detect that an object is occupying the space represented by the shapes. In some embodiments, the visualization may gradually increase and reduce the visual prominence of shapes in the grid to create a soothing wave effect. Various other methods, systems, and computer-readable media are also disclosed.

Abstract: The subject matter of this specification generally relates to modular vehicles including separable pod and base units. In some implementations, a computing system installed in a vehicle base identifies a vehicle pod that is detachably connected to a chassis on the vehicle base. In response to identifying that the vehicle pod is detachably connected to the chassis on the vehicle base, a communications link can be established between the computing system installed in the vehicle base and a computing system installed in the vehicle pod. Based on information obtained through the communications link, the computing system installed in the vehicle base can determine a particular configuration of the vehicle pod that is detachably connected to the chassis. The computing system can then verify that the vehicle base can safely transport the vehicle pod while the vehicle pod is detachably connected.

Abstract: A bone conduction device includes: an enclosure; and an adhesive applied to a surface of the enclosure, in which the enclosure includes: a bone conduction transducer configured to cause the enclosure to vibrate; at least one sensor configured to sense a non-audible input from a region of the user's skin to which the adhesive adheres and produce a sensor output signal in response to sensing the non-audible input, the sensor output signal being indicative of a current state of the user; and a transceiver coupled to the bone conduction transducer and to the at least one sensor, in which the transceiver is configured to a) receive the output signal from the sensor and transmit the output signal to a remote processor and b) in response to transmitting the output signal, receive the bone-conduction control signal from the remote processor and transmit the bone-conduction control signal to the bone conduction transducer.

Abstract: A computing system may obtain, for each vehicle of a plurality of vehicles located within a location area, navigation data that indicates a travel route for the vehicle. Based on the navigation data for the plurality of vehicles, the computing system determines a subset of the plurality of vehicles that are within a threshold distance of each other and have respective travel routes that at least partially overlap. The computing system selects, based on a set of selection parameters, two or more vehicles among the subset of vehicles to form a platoon of vehicles that travel in a coordinated arrangement in proximity to each other during at least a portion of the respective travel routes of the selected vehicles. The computing system can direct the selected vehicles to form the platoon of vehicles.

Abstract: The disclosed computer-implemented method may include displaying vehicle environment awareness. In some embodiments, a visualization system may display an abstract representation of a vehicle's physical environment via a mobile device and/or a device embedded in the vehicle. For example, the visualization may use a voxel grid to represent the environment and may alter characteristics of shapes in the grid to increase their visual prominence when the sensors of the vehicle detect that an object is occupying the space represented by the shapes. In some embodiments, the visualization may gradually increase and reduce the visual prominence of shapes in the grid to create a soothing wave effect. Various other methods, systems, and computer-readable media are also disclosed.

Abstract: This specification describes technologies for mental state measurement using sensor data obtained from sensors attached to objects. One embodiment is a method that includes receiving sensor data from sensors attached to non-wearable objects. The first and second attachable sensors each include an output and a sensor. The method further includes determining mental state data from the sensor data; and causing to be displayed a representation of a mental state based on the mental state data. The method can further include: deriving an action metric from the mental state data; comparing the action metric to a threshold; automatically taking an action when the action metric exceeds the threshold; collecting post action sensor data; determining post action mental state data based at least in part on the post action sensor data; and forwarding the post action mental state data for display of a representation of a mental state.

Abstract: A method includes: receiving, at a processor that is remote from a bone conduction device adhered to a user's skin, a first output signal from the bone conduction device, the first output signal having been generated by a first sensor in the bone conduction device, the first sensor being configured to detect non-audible inputs; identifying, at the processor, a first measurement signal characteristic based on the first output signal; determining, at the processor, that the first measurement signal characteristic is indicative of a state of the user; selecting a control signal configured to cause a transducer in the bone conduction device to generate an output to alter the state of the user or the user's perception of the state; and transmitting the control signal from the processor to the bone conduction device.

Abstract: Methods, apparatus, systems, and computer-readable media are provided for determining, based on a task to be performed by a robot and past behavior by robots while performing tasks similar to the task, a suggested task-level movement parameter for application to movement of the robot while performing the task; providing output indicative of the suggested task-level movement parameter; receiving input indicative of user selection of the suggested task-level movement parameter or a user-defined task-level movement parameter; determining, based on the received input, an actual task-level movement parameter to be applied to movement of the robot while performing the task; and identifying, based on the actual task-level movement parameter, a plurality of component-level movement parameters to be applied to a plurality of motion primitives implemented by one or more operational components of the robot to perform the task.

Abstract: Methods and apparatus that adapt programming and/or control of a robot. The robot has at least one attachment area that can removably couple with any one of a plurality of end effectors. The programming and/or control is adapted based on received parameters of an end effector attached (or to be attached) to the attachment area of the robot. Some implementations are directed to adapting graphical user interface output of a robot programming application based on one or more parameters of an end effector for a robot being programmed via the robot programming application. Some implementations are directed to adapting control of a robot based on one or more parameters of an end effector attached (or to be attached) to the robot.