Systems and methods for artificial intelligence driven casino-style game analysis using manual updating of model parameters

A method for developing a game of chance, the method comprising:

• generating at least in part executable instructions or computer-readable files for the game of chance using an artificial intelligence (AI) game design system, wherein the AI game design system is at least partially trained using machine learning including analyzing past or current game of chance characteristics data and past game performance data, wherein at least partial development of the game of chance occurs prior to:
• (i) a first submission of the game of chance to an independent testing laboratory for approval or certification, or (ii) allowing play of the game of chance for real-money play in a regulated gaming environment following approval or certification by the independent testing laboratory;
• wherein the past or current game characteristics data comprises one or more of:
• source code, gameplay videos, manually entered game characteristics, media files, math files, biometric player data, player behavior data, or any combination thereof;
• wherein the past game performance data comprises one or more of:
• win per unit per day, occupancy rate data, coin-in, hold percentage, player bet amount, manually entered game performance data, or any combination thereof;
• wherein the AI game design system is further configured or adapted using manually entered input data to update the AI game design system;
• processing input or output data using a preprocessing component configured to convert or consolidate the input data into a specific format or file type and forward the converted or consolidated data to at least one neural network within a transformer-based AI system;
• an electronic a gaming machine configured to utilize, at least in part, the executable instructions or computer-readable files to present and allow play of the game of chance, the electronic gaming machine including at least one of:
• (i) a monetary input device configured to receive a physical item associated with a monetary value and/or enable cashless wagering;
• (ii) a user interface;
• (iii) at least one processor for executing the at least partially developed executable instructions or computer-readable files related to the game of chance;
• (iv) a game display;
• and
• (v) a memory in communication with the at least one processor.

A method for developing a game of chance, the method comprising:

• generating at least in part executable instructions or computer-readable files for the game of chance using an artificial intelligence (AI) game design system, wherein the AI game design system is at least partially trained using machine learning including analyzing past or current game of chance characteristics data and past game performance data, wherein at least partial development of the game of chance occurs prior to:
• (i) a first submission of the game of chance to an independent testing laboratory for approval or certification, or (ii) allowing play of the game of chance for real-money play in a regulated gaming environment following approval or certification by the independent testing laboratory;
• wherein the AI game design system is further configured or adapted using manually entered input data to update the AI game design system;
• a media encoding and transcoding router to (i) change input data type to a different media format or consolidate the input data type to a specific file type and (ii) direct the changed or consolidated input data type to a specific neural network in a transformer process and select an output with a higher probability variable;
• and
• utilizing, at least in part, the executable instructions or computer-readable files to present and allow play of the game of chance for (i) an electronic a gaming machine, the electronic gaming machine including at least one of:
• a monetary input device configured to receive a physical item associated with a monetary value and/or enable cashless wagering, a user interface, at least one processor for running the at least partially developed executable instructions or computer-readable files related to the game of chance, a game display, and a memory in communication with the at least one processor.

A system for developing a game of chance, the system comprising:

• an artificial intelligence (AI) game design system configured to generate, at least in part, executable instructions or computer-readable files for a game of chance, the AI game design system being at least partially trained using machine learning including analyzing past or current game of chance characteristics data and past game performance from other previously deployed games of chance, wherein at least partial development of the game of chance occurs prior to:
• (i) a first submission of the game of chance to an independent testing laboratory for approval or certification, or (ii) allowing play of the game of chance for real-money play in a regulated gaming environment following approval or certification by the independent testing laboratory;
• wherein the past or current game of chance characteristics data comprises one or more of:
• source code, gameplay videos, manually entered game characteristics, media files, math files, biometric player data, player behavior data, or any combination thereof;
• wherein the AI game design system is further configured or adapted using manually entered input data to update the AI game design system based on one or more of:
• user ratings, designer selections, relative rankings, evaluative critiques, preference indicators, game performance metrics, or comparative assessments of game features or outputs, to adjust AI model parameters or associated functions;
• a preprocessing component media encoding and transcoding router configured to (i) change input data type to a different media format or convert or consolidate input data into a specific format or file type and (ii) direct the changed or consolidated input data type to a specific neural network in a transformer process and select an output with a higher probability variable and forward the converted or consolidated data to at least one neural network;
• an electronic a gaming machine configured to present and allow play of the game of chance using, at least in part, the executable instructions or computer-readable files, the electronic gaming machine including at least one of:
• (i) a monetary input device configured to receive a physical item associated with a monetary value and/or enable cashless wagering;
• (ii) a user interface;
• (iii) at least one processor for running the executable instructions or computer-readable files related to the game of chance;
• (iv) a game display;
• and
• (v) a memory in communication with the at least one processor.

A system for developing a game of chance, the system comprising:

• an artificial intelligence (AI) game design system configured to generate, at least in part, executable instructions or computer-readable files for a game of chance, being at least partially trained using machine learning including analyzing past or current game of chance characteristics data and past game performance data, wherein at least partial development of the game of chance occurs prior to:
• (i) a first submission of the game of chance to an independent testing laboratory for approval or certification, or (ii) allowing play of the game of chance for real-money play in a regulated gaming environment following approval or certification by the independent testing laboratory;
• wherein the past or current game of chance characteristics data comprises one or more of:
• source code, gameplay videos, manually entered game characteristics, media files, math files, biometric player data, player behavior data, or any combination thereof;
• wherein the past game performance data comprises one or more of:
• win per unit per day, occupancy rate data, coin-in, hold percentage, player bet amount, manually entered game performance data, or any combination thereof;
• wherein the AI game design system is further configured or adapted using manually entered input data to update the AI game design system;
• a preprocessing component configured to convert an input data type into a different media format or consolidate the input data into a specified file type, and to route the converted or consolidated data to at least one neural network within a transformer-based AI system;
• an electronic a gaming machine configured to utilize, at least in part, the executable instructions or computer-readable files to present and allow play of the game of chance, the electronic gaming machine including at least one of:
• (i) a monetary input device configured to receive a physical item associated with a monetary value and/or enable cashless wagering;
• (ii) a user interface;
• (iii) at least one processor for executing the at least partially developed executable instructions or computer-readable files related to the game of chance;
• (iv) a game display;
• and
• (v) a memory in communication with the at least one processor.

A system for developing a game of chance, the system comprising:

• an artificial intelligence (AI) game design system configured to generate, at least in part, executable instructions or computer-readable files for a game of chance, wherein the AI game design system is at least partially trained using machine learning, including analyzing past or current game of chance characteristics data and past game performance data, wherein at least partial development of the game of chance occurs prior to:
• (i) a first submission of the game of chance to an independent testing laboratory for approval or certification, or (ii) allowing play of the game of chance for real-money play in a regulated gaming environment following approval or certification by the independent testing laborator;
• wherein the AI game design system is further configured or adapted using manually entered input data to update the AI game design system;
• a media encoding and transcoding router to (i) change input data type to a different media format or consolidate the input data type to a specific file type and (ii) direct the changed or consolidated input data type to a specific neural network in a transformer process and select an output with a higher probability variable;
• an electronic a gaming machine configured to utilize, at least in part, the executable instructions or computer-readable files to present and allow play of the game of chance, the electronic gaming machine including at least one of:
• (i) a monetary input device configured to receive a physical item associated with a monetary value and/or enable cashless wagering;
• (ii) a user interface;
• (iii) at least one processor for running the at least partially developed executable instructions or computer-readable files related to the game of chance;
• (iv) a game display;
• and
• (v) a memory in communication with the at least one processor.