Intelligent agent training method, interaction method and corresponding system

The invention provides an agent training method, an interaction method and a corresponding system. The intelligent agent training method suitable for the man-machine interaction scene comprises the following steps: sampling a plurality of strategies from a strategy space of an intelligent agent as test strategies of the training; testing each test strategy in a man-machine interaction task environment to obtain test results of each test strategy on m test tasks; calculating objective evaluation data for evaluating the performance of each test strategy in each test task based on the test result; outputting the test result to a user, and receiving subjective evaluation data of the user on the performance of each test strategy in each test task; and updating the intelligent agent based on the objective evaluation data and the subjective evaluation data. According to the embodiment of the invention, the subjective feeling of the human and the objective ability of the intelligent agent are comprehensively consider