Aspects concern a method for controlling a transport system comprising determining historical data of a multiplicity of transport trips performed by the transport system, training a neural network to perform an invertible mapping of transport trips to latent representations to fulfil, by the distribution of the latent representations of the multiplicity of transport trips, a predetermined fitting criterion with respect to a predetermined latent representation base distribution, sampling a multiplicity of latent representations from the base distribution, mapping each of the sampled latent representations to a respective transport trip by using the trained neural network to perform the inverse of the invertible mapping to generate a multiplicity of synthetic transport trips, determining a control scheme for the transport system using the multiplicity of synthetic transport trips and controlling the transport system using the determined control scheme.

Systems, methods, and apparatus for presenting information and performing a task using an electronic device. In some aspects, a device shows content items when a gaze, a shaking act plus a gaze, or a shaking act is detected. In some aspects, a device performs a task when a name, a code, and the task are detected in voice input. In some aspects, a user communicates with a selected vehicle via a user device.

Systems, methods, and apparatus for presenting information and performing a task using an electronic device. In some aspects, a device shows content items when a gaze, a shaking act plus a gaze, or a shaking act is detected. In some aspects, a device performs a task when a name, a code, and the task are detected in voice input. In some aspects, a user communicates with a selected vehicle via a user device.

The present application relates to the technical field of cruising taxis and online appointment vehicles, and in particular relates to an order processing method and apparatus, a server and a storage medium. The method includes: receiving an order request sent by a user, the order request including information of a requested vehicle model set by the user; selecting a target vehicle according to the order request so as to send order distribution information; and if the requested vehicle model set by the user is an online appointment vehicle model, sending an operating state change instruction to the target vehicle. According to the order processing method not only avoids the order acceptance and dropping behavior of cruising taxi drivers and ensures that the user may travel conveniently, but also ensures that the vehicle that accepts the order may meet user demands, improving the user experience.

The present application relates to the technical field of cruising taxis and online appointment vehicles, and in particular relates to an order processing method and apparatus, a server and a storage medium. The method includes: receiving an order request sent by a user, the order request including information of a requested vehicle model set by the user; selecting a target vehicle according to the order request so as to send order distribution information; and if the requested vehicle model set by the user is an online appointment vehicle model, sending an operating state change instruction to the target vehicle. According to the order processing method not only avoids the order acceptance and dropping behavior of cruising taxi drivers and ensures that the user may travel conveniently, but also ensures that the vehicle that accepts the order may meet user demands, improving the user experience.

A system and method for hiring helpers/service providers for different jobs, gigs, work tasks, and errands. The system is configured to register customers/recipients and helpers/service providers. The system and method can display services for selection by a recipient or user and automatically recommend and/or select a service provider for fulfilling the service. The service cost can be fixed or can be adjusted by the customer for price negotiation. In some embodiments, the system can be an extension of a ride-hailing service platform wherein a ride-hailing provider can register as a gig or service provider or can earn a commission by driving a service provider to a service location.

A system and method for hiring helpers/service providers for different jobs, gigs, work tasks, and errands. The system is configured to register customers/recipients and helpers/service providers. The system and method can display services for selection by a recipient or user and automatically recommend and/or select a service provider for fulfilling the service. The service cost can be fixed or can be adjusted by the customer for price negotiation. In some embodiments, the system can be an extension of a ride-hailing service platform wherein a ride-hailing provider can register as a gig or service provider or can earn a commission by driving a service provider to a service location.

A system and method for consistent ridesharing planning is provided. The system and method can include ridesharing planning with one or more desired rides including one or more consistency requirements. The consistency requirements can be ridesharing requirements that are not changed during rideshare planning, even when additional rides are added to the plan. The rides can be added to the plan individually and consistency can be verified.

A system and method for consistent ridesharing planning is provided. The system and method can include ridesharing planning with one or more desired rides including one or more consistency requirements. The consistency requirements can be ridesharing requirements that are not changed during rideshare planning, even when additional rides are added to the plan. The rides can be added to the plan individually and consistency can be verified.

The problem relates to a service information providing system that is capable of fulfilling various service requests on the basis of obtained congeniality information of sharing service users without imposing a burden on each user and a sharing service provider, and relates to a control method thereof. A service information providing system operated by a service company that provides a service to a plurality of users who shares the same space in the same time zone, the service information providing system comprising: a storage unit that stores congeniality information indicating congeniality between a plurality of users, the congeniality information being generated on the basis of sensor data obtained by sensing the plurality of users who is using a service; a communication unit that receives a service request from a user; and a control unit that performs control in such a manner that on the basis of congeniality information of congeniality of the user to other users, the congeniality information having already been stored in the storage unit, service provision information corresponding to the service request is provided through the communication unit.