Abstract: Systems, methods, tangible non-transitory computer-readable media, and devices associated with testing, simulation, or operation of an autonomous device including an autonomous vehicle are provided. For example, a service entity computing system can perform operations including obtaining operating software data associated with operating software of the autonomous vehicle. Log data associated with one or more real-world scenarios can also be obtained. One or more first simulations of the operating software can be performed based on the one or more real-world scenarios. A latency distribution profile associated with the operating software can be generated based on the one or more first simulations. One or more second simulations of the operating software can be performed based on the latency distribution profile and one or more artificially generated scenarios. Furthermore, a real-world behavior of the autonomous vehicle can be predicted based on the one or more second simulations.

Abstract: In various embodiments, an object or vehicle's state, value, diagnostics and/or other condition are obtained from a configurable multi-sensor array. In some cases, the object drives through the sensor array. In some cases, the sensors pass over or by the object. A report is generated on the object's condition. A variety of sensor data are amalgamated into a report via a configurable backend process. A user interface allows for interaction with the ability to interface with components in the system.

Abstract: Systems, methods, tangible non-transitory computer-readable media, and devices associated with testing, simulation, or operation of an autonomous device including an autonomous vehicle are provided. For example, a service entity computing system can perform operations including obtaining operating software data associated with operating software of the autonomous vehicle. Log data associated with one or more real-world scenarios can also be obtained. One or more first simulations of the operating software can be performed based on the one or more real-world scenarios. A latency distribution profile associated with the operating software can be generated based on the one or more first simulations. One or more second simulations of the operating software can be performed based on the latency distribution profile and one or more artificially generated scenarios. Furthermore, a real-world behavior of the autonomous vehicle can be predicted based on the one or more second simulations.

Abstract: Systems, methods, tangible non-transitory computer-readable media, and devices associated with testing, simulation, or operation of an autonomous device including an autonomous vehicle are provided. For example, a service entity computing system can perform operations including obtaining operating software data associated with operating software of the autonomous vehicle. Log data associated with one or more real-world scenarios can also be obtained. One or more first simulations of the operating software can be performed based on the one or more real-world scenarios. A latency distribution profile associated with the operating software can be generated based on the one or more first simulations. One or more second simulations of the operating software can be performed based on the latency distribution profile and one or more artificially generated scenarios. Furthermore, a real-world behavior of the autonomous vehicle can be predicted based on the one or more second simulations.

Abstract: Systems, methods, tangible non-transitory computer-readable media, and devices associated with testing, simulation, or operation of an autonomous device including an autonomous vehicle are provided. For example, a service entity computing system can perform operations including obtaining operating software data associated with operating software of the autonomous vehicle. Log data associated with one or more real-world scenarios can also be obtained. One or more first simulations of the operating software can be performed based on the one or more real-world scenarios. A latency distribution profile associated with the operating software can be generated based on the one or more first simulations. One or more second simulations of the operating software can be performed based on the latency distribution profile and one or more artificially generated scenarios. Furthermore, a real-world behavior of the autonomous vehicle can be predicted based on the one or more second simulations.

Abstract: Systems and methods for vehicle simulation are provided. A method can include obtaining generator input data indicative of one or more parameter values, and inputting the generator input data into a machine-learned generator model that is configured to generate artificial data based at least in part on the generator input data. The artificial data can include data representing an artificial scenario associated with an autonomous vehicle. The method can include obtaining an output of the machine-learned generator model that can include the artificial data, and inputting the artificial data into a machine-learned discriminator model to generate authenticity data representing an authenticity associated with the artificial scenario of the artificial data. The method can include obtaining an output of the machine-learned discriminator model that can include the authenticity data. The method can include selecting the artificial scenario in the artificial data.

Abstract: In various embodiments, an object or vehicle's state, value, diagnostics and/or other condition are obtained from a configurable multi-sensor array. In some cases, the object drives through the sensor array. In some cases, the sensors pass over or by the object. A report is generated on the object's condition. A variety of sensor data are amalgamated into a report via a configurable backend process. A user interface allows for interaction with the ability to interface with components in the system.