Abstract: Dynamic outputs for inducing interactions with autonomous vehicles is described. In one or more implementations, a system includes an output device configured to produce audible signals in an environment outside an autonomous vehicle, and at least one processor operatively coupled to the output device. The processor is configured to detect one or more characteristics of the environment, dynamically generate, based on the characteristics, an audio output for inducing human interactions with the autonomous vehicle, and cause the output device to transmit the audio output as the audible signals produced in the environment for facilitating a human interaction with the autonomous vehicle.

Abstract: A management system implements a platform operable to receive input specifying operation objectives for a target system. The management system employs a machine-learning model to process the operation objectives and generate commands for devices of the target system based on the operation objectives. The operation objectives are provided to the machine-learning model as natural language input in some instances. The commands are executed by the devices in order to coordinate operation of the devices and satisfy the operation objectives.

Abstract: Enriched presentation and waste reduction techniques for the autonomous provisioning of goods and services are described. In one or more implementations, a promotion pod of a system includes a display screen for multimedia content, a presentation surface for a particular item, and lights to illuminate the presentation surface or the item displayed thereon. A processor is configured to control each system component of the promotion pod to provide a presentation environment for a particular item. For example, the processor controls the display screens to display promotional multimedia associated with the item. In some examples, the item is displayed without packaging (e.g., shoes are displayed without a shoebox). In this way, nearby pedestrians are provided an enriched, interactive experience and may purchase products in person with reduced or no packaging.

Abstract: Autonomous vehicle hosted distribution services are described. In one or more implementations, a system is configured to control an autonomous vehicle to perform a parking maneuver at a host site associated with a user, authenticate an identity of the user for authorizing access to an inventory of items when the user approaches the vehicle, and use machine-learning to determine an item that the user is predicted to remove from the inventory. The system is further configured to automatically open a door on the vehicle to reveal a location of the item for allowing the item to be removed from the inventory, detect the user retreating from the vehicle after removing the item from the vehicle, and responsive to detecting the user retreating from the vehicle, automatically close the door to secure the inventory on the vehicle.

Abstract: Autonomous vehicle hosted distribution services are described. In one or more implementations, a system is configured to control an autonomous vehicle to perform a parking maneuver at a host site associated with a user, authenticate an identity of the user for authorizing access to an inventory of items when the user approaches the vehicle, and use machine-learning to determine an item that the user is predicted to remove from the inventory. The system is further configured to automatically open a door on the vehicle to reveal a location of the item for allowing the item to be removed from the inventory, detect the user retreating from the vehicle after removing the item from the vehicle, and responsive to detecting the user retreating from the vehicle, automatically close the door to secure the inventory on the vehicle.

Abstract: Dynamic outputs for inducing interactions with autonomous vehicles is described. In one or more implementations, a system includes an output device configured to produce audible signals in an environment outside an autonomous vehicle, and at least one processor operatively coupled to the output device. The processor is configured to detect one or more characteristics of the environment, dynamically generate, based on the characteristics, an audio output for inducing human interactions with the autonomous vehicle, and cause the output device to transmit the audio output as the audible signals produced in the environment for facilitating a human interaction with the autonomous vehicle.

Abstract: Context-aware personalization and multi-functional service delivery in vehicle systems is described. In one or more implementations, a vehicle system can collect, by one or more sensors, input data associated with a proximal space at least partially surrounding a vehicle. The vehicle system can collect contextual data. The vehicle system can integrate the input data with the contextual data to contextualize an event occurring within the proximal space. The vehicle system can determine, based on the integrated data, an intent associated with the event. The vehicle system can determine an interaction to satisfy the intent.