Abstract: A trajectory generation device includes an acquisition unit, a clustering unit and a generation unit. The acquisition unit acquires successful trajectory information and failed trajectory information that are trajectory information representing sequences of states of a controlled object being taught by a teacher. The successful trajectory information is trajectory information when a task performed by the controlled object is successful, and the failed trajectory information is trajectory information when the task is failed. From the states of the controlled object belonging to the successful trajectory information and the states belonging to the failed trajectory information, the clustering unit generates clusters of successful classes of the states.

Abstract: Provided is an apparatus including a plurality of agents that each set some devices among a plurality of devices provided in a facility to be target devices, wherein each of the plurality of agents includes a state acquiring section that acquires state data indicating a state of the facility; a control condition acquiring section that acquires control condition data indicating a control condition of each target device; and a learning processing section that uses learning data including the state data and the control condition data to perform learning processing of a model that outputs recommended control condition data indicating a control condition recommended for each target device in response to input of the state data.

Abstract: Provided is an apparatus including a plurality of agents that each set some devices among a plurality of devices provided in a facility to be target devices, wherein each of the plurality of agents includes a state acquiring section that acquires state data indicating a state of the facility; a control condition acquiring section that acquires control condition data indicating a control condition of each target device; and a learning processing section that uses learning data including the state data and the control condition data to perform learning processing of a model that outputs recommended control condition data indicating a control condition recommended for each target device in response to input of the state data.

Abstract: A method is disclosed for performing comprehensive management for vehicles owned by clients, and according to this method, a vehicle managing apparatus, a client terminal, a workshop terminal and a store terminal are connected via a communication network, and the vehicle managing apparatus includes information acceptance unit, maintenance period calculation unit, business efficiency analyzation unit and information providing unit. First, maintenance history information for vehicles, automotive accessories purchase history information, vehicle operating record information and business performance information for a client, entered by the workshop terminal or the store terminal are received. Sequentially, a maintenance period for a vehicle is calculated based on the above information, and business efficiency is obtained based on the above information. Then, maintenance period calculation results and the business efficiency analysis results are transmitted to the client terminal.

Abstract: A method is disclosed for performing comprehensive management for vehicles owned by clients, including an appropriate number of vehicles to be operated and appropriate operation methods, instead of simple maintenance and management of the vehicles, and according to this method, a vehicle managing apparatus, a client terminal, a workshop terminal and a store terminal are connected via a communication network, and the vehicle managing apparatus includes information acceptance means, maintenance period calculation means, business efficiency analyzation means and information providing means. First, the information acceptance means receives maintenance history information for a vehicle, automotive accessories purchase history information, vehicle operating record information and business performance information for a client, all of which are entered by the workshop terminal or the store terminal.