KR102312614B1 - Gonu game device based on AI learning and gonu game method using the same - Google Patents

Abstract

Provided is an artificial intelligence (AI) learning-based dice game device to provide programming education easily and efficiently, and a dice game method using the same. According to the present invention, the method comprises: a first step of providing a dice game board and a game method image to a first user group and a second user group, wherein the first user group and the second user group include at least one user and a plurality of dice game-bots include a first dice game-bot corresponding to the first user group and a second dice game-bot corresponding to the second user group; a second step of providing a learning model building program to the first user group and the second user group to build a first command model and a second command model, respectively, wherein the first command model is trained to determine at least one of a direction change and a movement of the first dice game-bot on the basis of a voice command of the first user group and a second command model is trained to determine at least one of a direction change and a movement of the second dice game-bot on the basis of a voice command of the second user group; and a third step of performing a dice game between the first user group and the second user group through the learned first command model and the learned second command model, wherein steps of allowing the first user group to select one of the plurality of first dice game-bots and change the location of the selected first dice game-bots through the learned first command model and allowing the second user group to select one of the plurality of second dice game-bots and change the location of the selected second dice game-bots through the learned second command model are repeated until a game completion condition is fulfilled.

Description

Gonu game device based on AI learning and gonu game method using the same}

It is about a method of playing Gonu using an AI learning-based Gonu play device. Through Gonu play, which is a traditional play, it provides easy and efficient programming education for AI-based machine learning and coding, so that students actively It is about a method of playing Gonu using an AI learning-based Gonu play device that induces class participation and supports students to understand the principles of AI-based machine learning and coding in a fun way.

Coding education can be divided into computer program coding, smartphone app coding, and hardware coding using electronic components. Among them, hardware coding is the highest level coding subject dealing with electronic circuits, mechatronics, and software. Currently, the most used tool in hardware coding is the Arduino board. Arduino board is a programming board for non-majors developed in 2005 at a design school in Italy so that students unfamiliar with hardware can easily control their design work. As many electronic components are manufactured, it is currently used the most in domestic coding education.

In accordance with the Ministry of Education's policy of compulsory coding education for elementary and secondary schools, coding education is receiving a lot of attention, and coding education for students is being researched and developed in various ways. In addition, with the advent of the 4th industry, interest in artificial intelligence-based machine learning is also increasing. necessity is emerging. However, in the case of coding education and AI-based machine learning programming education, the level of learning is rather difficult due to the complicated programming language and complex logic relationship, and there is a problem in that it is difficult to deliver it to students easily and efficiently in the public education field.

Korean Patent Registration No. 10-1817206

The present invention was developed to solve the above problems, and provides programming education for artificial intelligence (AI)-based machine learning and coding easily and efficiently through Gonu play, which is a traditional game, so that students actively participate in class It is about a method of playing Gonu using an AI learning-based Gonu play device that encourages students to learn and understand the principles of AI-based machine learning and coding in a fun way.

A Gonu play method using an AI learning-based Gonu play device according to an embodiment of the present invention includes a Gonu playboard including a plurality of lines and a plurality of intersections defined as the plurality of lines intersect; a plurality of Gonu playbots configured to move a plurality of intersection points of the Gonu playboard along the line; a microphone for generating voice commands; a data storage unit including a learning model building program and a game method image for building a learned command model to determine at least one of a direction change and a movement of the Gonu playbot based on the voice command; a display for displaying the game method image and a learning model building program; and a control unit for controlling the plurality of Gonu play bots, the data storage unit, and the display. A Gonu play method using an AI learning-based Gonu play device, the method comprising: producing the Gonu play board and the game method image A first step of providing a first user group and a second user group, wherein the first user group and the second user group include at least one user, and the plurality of Gonu playbots are first corresponding to the first user group. A first step, comprising a first Gonu playbot and a second Gonu playbot corresponding to the second user group; A second step of providing the learning model building program to the first user group and the second user group to build a first command model and a second command model, respectively, wherein the first command model is the first command model of the first user group is trained to determine at least one of a direction change and movement of the first Gonu playbot based on a voice command, and the second command model is a direction of the second Gonu playbot based on a voice command of the second user group. a second step being learned to determine at least one of transition and movement; and a third step of performing gonu play between the first user group and the second user group through the learned first instruction model and the learned second instruction model, wherein the first user group includes the plurality of selecting one of the first Gonu playbots and changing the position of the first Gonu playbot selected through the learned first command model, the second user group selects one of the plurality of second Gonu playbots, and a third step of repeatedly performing the process of changing the position of the second Gonu playbot selected through the learned second command model until a game completion condition is fulfilled.

In an embodiment, the plurality of Gonu playbots may be configured to move along the line in a direction determined according to a voice command, but to stop moving at the recognized intersection when a new intersection is recognized.

The Gonu play method using the AI learning-based Gonu play device according to an embodiment of the present invention provides easy and efficient programming education for artificial intelligence (AI)-based machine learning and coding through Gonu play, which corresponds to traditional play. , can induce students to actively participate in class. Accordingly, it can be supported for students to understand the principles of AI-based machine learning and coding in a fun way, and learning efficiency can be further improved.

In addition, the Gonu play method using the Gonu play device based on AI learning according to an embodiment of the present invention can teach users (students) that the user's voice input data can be utilized for machine learning, and the user It can help them further expand their understanding of machine learning.

1 is a block diagram illustrating the configuration of a game device according to an embodiment of the present invention.
2 exemplarily shows a Gonu play board of a game device according to an embodiment of the present invention.
3 exemplarily shows a process of building a command model.
4 is a flowchart of a game method according to an embodiment of the present invention.
5 is an exemplary diagram for explaining a game method using a game device according to an embodiment of the present invention.
6 to 9 exemplarily show a situation in which the Gonu play is performed by adjusting the moving direction of the Gonu playbot through a voice command.

Hereinafter, preferred embodiments according to the present invention will be described in detail with reference to the accompanying drawings. DETAILED DESCRIPTION The detailed description set forth below in conjunction with the appended drawings is intended to describe exemplary embodiments of the present invention and is not intended to represent the only embodiments in which the present invention may be practiced. The following detailed description includes specific details in order to provide a thorough understanding of the present invention. However, one of ordinary skill in the art will recognize that the present invention may be practiced without these specific details. Specific terms used in the following description are provided to help the understanding of the present invention, and the use of these specific terms may be changed to other forms without departing from the technical spirit of the present invention.

1 is a block diagram illustrating the configuration of a game device according to an embodiment of the present invention. 2 exemplarily shows a Gonu play board of a game device according to an embodiment of the present invention. 3 exemplarily shows a process of building a command model.

The game device 10 according to an embodiment of the present invention is a Gonu play device, and may be configured to control the movement direction of the Gonu play bot through artificial intelligence machine learning and provide a Gonu play with a counterpart.

Gonu-nori is a traditional game in which players write on a board and move their own pieces to immobilize or catch the opponent's pieces to determine victory or defeat. The user moves the opponent's piece in turn, and in Gonu play, the opponent's piece is removed by locking the opponent's piece so that it cannot move, such as well Gonu and Pumpkin Gonu, or by creating certain conditions like Zulgonu and Jogonu. will win Considering the position of the opponent's piece, moving the user's own piece appropriately is an important factor in determining victory or defeat in the game. In the present invention, instead of moving the horse through the user's body, the Gonu play is performed through an artificial intelligence-based Gonu playbot with a line tracking function, and the movement direction of the Gonu playbot is performed through the user's voice through the learned command model. This can be determined.

Specifically, referring to FIG. 1 , the game device 10 according to an embodiment of the present invention includes a Gonu playboard 100 , a plurality of Gonu playbots 110 , a microphone 120 , a data storage unit 130 , and a display. 140 and a control unit 150 .

Referring to FIG. 2 , the gonu play board 100 includes a plurality of lines 101 and a plurality of intersections 102 defined as the plurality of lines intersect. The Gonu play board 100 corresponds to a main configuration in which Gonu play is performed, and other components of the game device 10 may be arranged. Gonu Nori is a traditional game that has been passed down through the ages, and the shape of the board and the way the game is played may differ from region to region. For example, the gonu play board 100 may be configured to include a curved line and a straight line, such as a well gonu and a pumpkin gonu, but is not limited thereto. Gonu play board 100 may be configured as a string gonu or a field gonu having a matrix shape composed of a plurality of orthogonal lines. In the following description, an embodiment of the present invention will be described with an example of a string including a plurality of horizontal lines and a plurality of vertical lines as shown in FIG. 2 , but the embodiment of the present invention is not limited thereto.

The plurality of Gonu playbots 110 are configured to move the plurality of intersection points 102 along the line 101 . The Gonu playbot 110 includes a line tracking function and moves along a line in a predetermined direction, but when a new intersection 102 is recognized, it may be configured to stop moving at the corresponding intersection 102 . That is, the Gonu playbot 110 may be configured to move the intersection 102 of one square. However, the present invention is not limited thereto, and the Gonu playbot 110 may be configured to move the intersection of two spaces depending on the game method.

Since Gonu play is a game performed between a plurality of users, the plurality of Gonu playbots 110 may include a first Gonu playbot corresponding to the first user and a second Gonu playbot corresponding to the second user. have.

The arrangement positions of the first Gonu play bot and the second Gonu play bot may vary depending on the performance method of the Gonu play, but in the Zulgonu play, the first Gonu play bot and the second Gonu play bot are located at the intersection formed on the two lines corresponding to the edges. Each bot will be located. Referring to FIG. 2 , the intersection of the first line (indicated in yellow) among the two lines corresponding to the edge is the point at which the first Gonu playbot is placed, and the intersection of the second line of the two lines corresponding to the edge (indicated in blue) mark) may be a point at which the second Gonu playbot is disposed.

The microphone 120 recognizes the user's voice and generates a voice command for determining at least one of direction change and movement to the plurality of Gonu playbots 110 . The user may generate a voice command through the microphone 120 to move from the current location (intersection) of the user Gonu playbot 111 to a neighboring intersection. For example, the user may generate a voice command through the microphone 120 to move from the current location to the intersection located in front. In addition, the user may further generate a voice command to change the direction of the Gonu playbot 110 to the right in order to move from the current position to the intersection located on the right.

The data storage unit 130 may include a learning model building program for building a learned command model to determine at least one of a direction change and a movement of the Gonu playbot 110 based on the user's voice command. The data storage unit 130 may be entirely hardware, or may have aspects that are partly hardware and partly software. The learning model building program may provide a user with a working environment for building a command model that determines at least one of a direction change and a movement of the Gonu playbot 110 based on the input voice command.

Here, artificial intelligence-based machine learning means learning to recognize certain types of patterns. That is, the user can infer new data that has not been shown before and build a predictive model for that data through the learning model building program.

Referring to FIG. 3 , a voice command (forward) is input to move the position of the Gonu Playbot 110 forward by one intersection, and the corresponding movement action (moving one space forward) of the Gonu Nolitarybot 110 is performed. will be set In addition, a voice command (to the left) for moving the position of the Gonu playbot 110 to the left intersection is input, and the corresponding movement action of the Gonu playbot 110 (turning once to the left, moving one space forward) is input. ) is set. In addition, a voice command (toward) for moving the position of the Gonu Nori bot 110 to the right intersection is input, and the corresponding movement action of the Gonu Nouri bot 110 (turn once to the right, move one space forward) is input. ) is set.

Such a learning model building program may be a program for inputting a code in a block coding method, and may provide an easy working environment to a user. For example, the learning model building program may be an entry coding program or a scratch coding program.

The AI learning-based Gonu play device according to an embodiment of the present invention can teach users (students) that the user's voice input data can be utilized for machine learning, so that users can learn about machine learning. It can help to further expand the breadth of understanding.

The game method image may be an image for explaining to the user a process of performing a game method to be described later using the Gonu play device.

The display 140 is configured to output the game method image and the learning model building program.

The controller 150 may include at least one processor configured to control the plurality of Gonu playbots 110 , the data storage unit 130 , the microphone 120 , and the display 140 . The controller 150 may transmit/receive a signal between the data storage unit 130 , the microphone 120 , and the display 140 , and may control the operation to be performed. Here, the microphone 120 , the data storage unit 130 , the display 140 , and the control unit 150 may be entirely hardware, or may have aspects that are partially hardware and partially software. For example, the control unit 150 is intended to refer to a combination of hardware and software driven by the hardware. The hardware may be a data processing device including a central processing unit (CPU) or another processor. In addition, software driven by hardware may refer to a running process, an object, an executable file, a thread of execution, a program, and the like. The microphone 120 , the data storage unit 130 , the display 140 , and the control unit 150 may be communicatively connected to each other in a distributed computing environment, and are not necessarily intended to refer to separate physically distinct components. no. In one embodiment, the microphone 120 , the data storage unit 130 , the display 140 , and the control unit 150 are configured as one computing device (eg, notebook, tablet, smartphone, etc.) can be provided. The controller 150 may control the operation of the plurality of Gonu playbots 110 according to a voice command input through the learned command model.

Hereinafter, a method for playing Gonu using the Gonu play device of the present invention will be described.

4 is a flowchart of a game method according to an embodiment of the present invention. 5 is an exemplary view for explaining a game method using a game device according to an embodiment of the present invention. 6 to 9 exemplarily show a situation in which the Gonu play is performed by adjusting the moving direction of the Gonu play bot through a voice command. 1 to 3 and related descriptions may be referred to for the description of the method of playing Gonu according to the present embodiment.

4 , the game method according to an embodiment of the present invention includes a first step (S100) of providing the Gonu playboard and the game method image to a first user group and a second user group; a second step (S110) of providing the learning model building program to the first user group and the second user group to build a first command model and a second command model, respectively; and a third step (S120) of performing gonu play between the first user group and the second user group through the learned first instruction model and the learned second instruction model.

First, the Gonu game board and the game method image are provided to the first user group and the second user group (S100).

Gonu play board 100 may be a play board for julgonu play including a plurality of horizontal lines and a plurality of vertical lines. The number of horizontal and vertical lines may be determined by the user in Zulgonu play. The present game method is performed in such a way that the first user group and the second user group face each other. The first user group and the second user group include at least one user. In this embodiment, the first user group includes two users (student 1, student 2), and the second user group includes two users (student 3, student 4). The plurality of Gonu playbots 110 may include a first Gonu playbot 111 corresponding to the first user group and a second Gonu playbot 112 corresponding to the second user group. Referring to FIG. 5 , each of the first Gonu playbots 111 and the second Gonu playbots 112 is composed of four, and one user controls each of the two Gonu playbots. The first Gonu play bot 111 and the second Gonu play bot 112 may be located at intersections formed on two lines corresponding to the edges of the Gonu play board 100 . Here, the type of the Gonu play board, the game method, the arrangement position of the Gonu play bot, etc. applied to the embodiment of the present invention are not limited to the example disclosed in FIG. 5 .

As described above, the manager of the present game method may provide the set Gonu play board 100 to the first user group and the second user group. The game method image may be an image for explaining to the first user group and the second user group a process of performing a game method to be described later using the Gonu play device. The controller 150 may control that the game method image stored in the data storage unit 130 is provided to the first user group and the second user group through the display 140 .

Next, a learning model building program is provided to the first user group and the second user group to build a first command model and a second command model, respectively (S110).

In this step ( S110 ), the first user group builds a first command model for controlling the user Gonu Nookbot 111 , and the second user group builds a second command for controlling the opponent Gonu Nookbot 112 . Build the model. The first command model is trained to determine at least one of a direction change and movement of the user Gonu playbot 111 based on a voice command generated by the microphone 120 , and the second command model is obtained from the microphone 120 . It is learned to determine at least one of a direction change and movement of the opponent Gonu playbot 112 based on the generated voice command.

Here, since one user controls the two Gonu playbots, each user can build a command model for operating the two Gonu playbots, respectively. However, the present invention is not limited thereto, and the operation of the Gonu playbot may be controlled by applying a command model built once by each user to each Gonu playbot.

A command model for controlling the Gonu playbot corresponding to each user group is constructed, respectively, and the Gonu play is performed between the first user group and the second user group through the set command model.

Next, a play between the first user group and the second user group is performed through the learned first instruction model and the learned second instruction model ( S120 ).

In this step (S120), the first user group and the second user group sequentially change the position of one Gonu playbot to proceed with the Gonu play. That is, the first user group selects one of the plurality of first Gonu playbots and changes the location of the selected first Gonu playbots through the learned first command model, and the second user group selects one of the plurality of first Gonu playbots. A process of selecting one of the second Gonu playbots and changing the location of the selected second Gonu playbot through the learned second command model may be repeatedly performed until a game completion condition is met. Here, the action of the user selecting the Gonu Playbot for location change (activation of the Gonu Playbot) may be performed by clicking an activation button of the Gonu Playbot or through a program provided through a computing device (pad).

When the first user group first moves the Gonu playbot, the user of the first user group selects the target Gonu playbot to move from among the plurality of first Gonu playbots 111 and moves the selected Gonu playbot in the desired direction. Movement may be transmitted as a voice command, and the user's voice command is transmitted to the Gonu Playbot through the first command model, and the Gonu Playbot moves to a corresponding position. Next, a user of the second user group may select a target Gonu playbot to be moved from among the plurality of second Gonu playbots 112 and transmit a movement in a desired direction to the selected Gonu playbot as a voice command, and the user 's voice command is transmitted to the Gonu Playbot through the second command model, and the Gonu Playbot moves to the corresponding location. 6 and 7 exemplarily show a situation in which Gonu play is in progress between the first user group and the second user group through this process.

Here, the gonu play performed in this step (S130) may be a julgonu play. In Zulgonu Play, if the opponent's Gonu Playbot is located in the moving direction, movement may be restricted in that direction. As shown in FIG. 8 , if there is a second Gonu playbot 112 in the moving direction of the first Gonu playbot 111 , the movement of the first Gonu playbot 111 in the corresponding direction may be restricted. have. In addition, when the Gonu Playbot of the other user is positioned between the two Gonu Playbots of the user, the Gonu Playbot of the other user may be removed. As shown in FIG. 9 , when the second Gonu playbot 112 is positioned between the two first Gonu playbots 111 , the second Gonu playbot 112 may be removed from the Gonu playboard. For example, it may be determined that the user who makes one Gonu playbot of the other user wins. That is, when the number of first Gonu playbots is less than or equal to the reference value, it is determined that the second user group has won, and when the number of second Gonu playbots is less than or equal to the reference value, the first user group wins. can be judged to be The winning group of users can be rewarded to encourage active participation of users.

The Gonu play method using the AI learning-based Gonu play device according to an embodiment of the present invention provides easy and efficient programming education for artificial intelligence (AI)-based machine learning and coding through Gonu play, which corresponds to traditional play. , can induce students to actively participate in class. Accordingly, it can be supported for students to understand the principles of AI-based machine learning and coding in a fun way, and learning efficiency can be further improved.

In addition, the Gonu play method using the Gonu play device based on AI learning according to an embodiment of the present invention can teach users (students) that the user's voice input data can be utilized for machine learning, and the user It can help them further expand their understanding of machine learning.

Although described above with reference to the embodiments, the present invention should not be construed as being limited by these embodiments or drawings, and those skilled in the art will appreciate the spirit and scope of the present invention described in the claims below. It will be understood that various modifications and variations of the present invention can be made without departing from the scope of the present invention.

10: game device
100: Gonu play board
110: Gonu playbot
120: microphone
130: data storage unit
140: display
150: control unit

Claims (2)

Gonu play board including a plurality of lines and a plurality of intersection points defined as the plurality of lines intersect;
a plurality of Gonu playbots configured to move a plurality of intersection points of the Gonu playboard along the line;
a microphone for generating voice commands;
a data storage unit including a learning model building program and a game method image for building a learned command model to determine at least one of direction change and movement of the Gonu playbot based on the voice command;
a display for displaying the game method image and the learning model building program; and
A Gonu play method using an AI learning-based Gonu play device including the plurality of Gonu playbots, the data storage unit, and a control unit for controlling the display, the method comprising:
A first step of providing the Gonu play board and the game method image to a first user group and a second user group, wherein the first user group and the second user group include at least one user, and the plurality of Gonu play a first step, wherein the bot includes a first Gonu playbot corresponding to the first user group and a second Gonu playbot corresponding to the second user group;
A second step of providing the learning model building program to the first user group and the second user group to build a first command model and a second command model, respectively, wherein the first command model is the first command model of the first user group is trained to determine at least one of a direction change and movement of the first Gonu playbot based on a voice command, and the second command model is a direction of the second Gonu playbot based on a voice command of the second user group. a second step being learned to determine at least one of transition and movement; and
A third step of performing gonu play between the first user group and the second user group through the learned first command model and the learned second command model, wherein the gonu play is performed by the first user group selecting one of the plurality of first Gonu playbots and changing the position of the selected first Gonu playbot through the learned first command model, and the second user group selects one of the plurality of second Gonu playbots and repeating the process of changing the position of the second Gonu playbot selected through the learned second command model until a game completion condition is fulfilled, comprising a third step of AI learning-based Gonu play How to play Gonu using the device. According to claim 1,
The plurality of Gonu playbots are configured to move along the line in a direction determined according to a voice command, but to stop moving at the recognized intersection when a new intersection is recognized. How to play Gonu using.

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