AI-Driven Slot Game Asset Analysis for Defect Detection
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Solution Overview
Problem
Casino gaming machines, particularly slot machines, become stale after short play sessions and fail to attract younger players due to lack of excitement and engagement, necessitating new game development methods that integrate dynamic secondary games driven by primary game outcomes.
Innovation Solution
A gaming machine system that includes a primary game display and a secondary game display with prize blocks arranged in a grid, where primary game outcomes determine the destruction and replacement of prize blocks, offering prizes such as monetary rewards, multipliers, or bonuses, and utilizing virtual dice or dominoes to dynamically advance the secondary game.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Ease of manufacture
If traditional slot machine games are used, then the game structure is simple and easy to manufacture, but the player engagement and excitement level decrease after short play sessions
Solution Approach 1:
The patent combines a primary slot machine game with a secondary prize block game into a single integrated gaming system. The primary game outcomes directly influence the secondary game state by destroying prize blocks, creating a merged gameplay experience that maintains simplicity while enhancing engagement through multiple interacting game layers
Solution Approach 2:
The prize blocks in the secondary game display are dynamically destroyed based on primary game outcomes, creating an evolving game state that changes over time. This dynamic element prevents stagnation and maintains player excitement by continuously transforming the game environment rather than presenting static rewards
2Adaptability or versatility
If new game features and secondary games are added to increase excitement, then player engagement improves, but game development time and labor intensity increase
Solution Approach 1:
The game is segmented into distinct functional modules: a primary slot machine game component and a secondary prize block game component. This segmentation allows each module to be developed, tested, and modified independently, reducing overall development time while enabling complex integrated gameplay that enhances player engagement
3Adaptability or versatility
If complex secondary games with multiple prize blocks are implemented, then player interaction and excitement increase, but device complexity increases
Solution Approach 1:
The secondary game display uses a universal prize block structure where multiple prize blocks follow the same destruction and replacement rules. This universal design allows the system to handle complex game states with multiple prizes while maintaining relatively simple underlying logic, as the same mechanisms apply regardless of the number or type of prize blocks present
Data Source
AI summary
System and methods for automated defect identification of slot machine games is disclosed. The system includes an AI-driven processor configured to analyze game assets, such as executable instructions or computer-readable files, for presenting a game of chance on a gaming machine. The gaming machine comprises a monetary input device, user interface, processor, game display, and memory. The AI-driven processor identifies defects in the game assets using algorithms trained via machine learning. A media encoding and transcoding router converts and/or consolidates input data types into a specific media format and routes processed data to a neural network for transformer-based analysis. These system and methods automate defect identification of game software by automating defect detection and ensuring compliance, reliability, and optimal game performance for land-based or digital slot machine applications.