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A method and system for evaluating human-computer confrontation ability

A technology of man-machine confrontation and evaluation methods, applied in machine learning, data processing applications, instruments, etc., can solve complex and uncertain problems

Active Publication Date: 2022-04-05
INST OF AUTOMATION CHINESE ACAD OF SCI
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, the hugely complex, highly dynamic, and uncertain strong confrontation environment brings great challenges to intelligent cognition and decision-making. Human perception and decision-making abilities are limited by their own physiology and psychology. The demand for intelligent cognition and decision-making urgently needs the assistance and support of artificial intelligence technology based on machines
[0003] If the theory of man-machine confrontation is taken as the source of man-machine confrontation technology, then evaluation and evaluation is the foothold of man-machine confrontation technology, and evaluation and evaluation determine the application level of man-machine confrontation technology. At present, there is no theoretical system for evaluating and evaluating man-machine confrontation capabilities Framework and Formal Model

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  • A method and system for evaluating human-computer confrontation ability
  • A method and system for evaluating human-computer confrontation ability
  • A method and system for evaluating human-computer confrontation ability

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Embodiment 1

[0087] The invention discloses a man-machine confrontation capability evaluation method. figure 1 It is a flow chart of a method for evaluating and evaluating man-machine confrontation ability according to an embodiment of the present invention, such as figure 1 As shown, the method includes:

[0088] Step S1. Construct the human-machine confrontation capability model of the evaluation object according to the opponent information and the initial environmental information; Generally, in the process of man-machine confrontation or machine-to-machine confrontation, in order to evaluate the evaluation object (which can be considered as the machine in the man-machine confrontation) The confrontation ability of the evaluation object is constructed on the machine, and the human-machine confrontation ability model of the evaluation object is then evaluated and evaluated.

[0089] "Evaluation object" refers to the intelligent body participating in the human-machine confrontation, that...

Embodiment 2

[0135] Such as figure 1 As shown, the method includes:

[0136] Step S1. Construct a man-machine confrontation capability model of the evaluation object according to opponent information and initial environmental information;

[0137] In some embodiments, the opponent information includes: opponent number, opponent style, opponent's body size and opponent's body type;

[0138] The initial environment information includes: confrontation map, initial confrontation scene;

[0139] The opponent's style refers to whether the opponent has the learning ability and is divided into a learning type opponent and a non-learning type opponent;

[0140] The main body type of the opponent refers to isomorphic main body and heterogeneous main body according to the main body composition structure of the opponent;

[0141] The initial confrontation scene refers to the initial layout of the opponent's main body on the confrontation map;

[0142] In some embodiments, the human-computer confro...

Embodiment 3

[0164] The invention discloses a man-machine confrontation capability evaluation system. image 3 It is a structural diagram of a human-computer confrontation capability evaluation and evaluation system according to an embodiment of the present invention; image 3 As shown, the system 100 includes:

[0165] The first processing module 101 is configured to construct a man-machine confrontation capability model of the evaluation object according to opponent information and initial environment information;

[0166] The second processing module 102 is configured to generate a hierarchical confrontation environment for man-machine confrontation capabilities according to the man-machine confrontation capability model;

[0167] The third processing module 103 is configured to set the passing indicators of the evaluation and evaluation of each ability level of the evaluation object;

[0168] The fourth processing module 104 is configured to, according to the pass index, calculate th...

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Abstract

The invention proposes a method and system for man-machine confrontation ability evaluation and evaluation. Among them, the method includes: constructing the man-machine confrontation ability model of the evaluation object according to the opponent information and the initial environment information; generating the man-machine confrontation ability graded confrontation environment according to the man-machine confrontation ability model; ; According to the passing index, calculate the ability level of the evaluation object. The above-mentioned method disclosed in the present invention builds a capability representation model around the three elements of man-machine confrontation, namely "human" (opponent recognition) element, "machine" (behavior modeling) element and "thing" (spatial cognition) element, forming a The formalized ability evaluation method provides the basis for task environment generation for the development direction of agent ability.

Description

technical field [0001] The invention belongs to the field of man-machine confrontation, and in particular relates to a method and system for evaluating man-machine confrontation ability. Background technique [0002] On the road of exploration of decision-making intelligence, man-machine confrontation has become one of the important ways recognized internationally. As the frontier direction of artificial intelligence research, human-machine confrontation has become a research hotspot in the field of intelligent decision-making at home and abroad, and provides an effective experimental environment and approach for exploring the internal growth mechanism of machine intelligence and the verification of key technologies. Based on the existing knowledge and intelligence level of human beings, through the research and implementation of new intelligent learning algorithms, the machine intelligence will continue to approach, reach or even exceed the human intelligence level within a...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06Q10/06G06N20/00
CPCG06Q10/06393G06N20/00
Inventor 黄凯奇赵美静尹奇跃
Owner INST OF AUTOMATION CHINESE ACAD OF SCI
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