Human collaborative agent device, system, multi-agent learning method, and, storage medium

A multi-agent learning method of a human collaborative agent device to perform multi-agent learning, comprising:

• acquiring environmental information from environment including the human collaborative agent device;
• presenting information of a behavior inferred by the human collaborative agent device, information of a reason for the behavior inferred by the human collaborative agent device, or the environmental information acquired from the environment to a user who operates the human collaborative agent device, on a basis of the environmental information acquired from the environment;
• and
• acquiring information of the behavior corrected by the user, or information of the reason for the behavior corrected by the user.

A non-transitory computer readable storage medium storing a program to be executed by processing circuitry of a human collaborative agent device to perform multi-agent learning,

• the program to enable the processing circuitry to perform processes of,
• acquiring environmental information from environment including the human collaborative agent device;
• presenting information of a behavior inferred by the human collaborative agent device, information of a reason for the behavior inferred by the human collaborative agent device, or the environmental information acquired from the environment to a user who operates the human collaborative agent device, on a basis of the environmental information acquired from the environment;
• and
• acquiring information of the behavior corrected by the user, or information of the reason for the behavior corrected by the user.