Information processing device, information processing method, and program

• Main Authors: SO MEI-TEKI, HANAI KATSUYUKI, YUASA MAYUMI, KAMAYA YUKIO, ITOU HIDEMASA
• Format: Patent
• Language: Chinese; English
• Published: 04.05.2021
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; PHYSICS

Provided are an information processing device, an information processing method, and a program with which it is possible to create a social infrastructure change scheme. An information processing device includes a definer, a determiner, and a reinforcement learner. The definer is configured to associate a node and an edge with attributes and to define a convolution function associated with a model representing data of a graph structure representing a system structure on the basis of data regarding the graph structure. The evaluator is configured to input a state of the system into the model. The evaluator is configured to obtain, for each time step, a policy function and a state value function for a system of one or more structurally changed models which have been changed with assumable structural changes from the model for each time step. The evaluator is configured to evaluate the structural changes in the system on the basis of the policy function. The reinforcement learner is configured to perform reinfor