Abstract: The present specification describes systems and methods for efficiently generating scaled down versions of heatmaps that can be presented in real-time to a player. Data representative of events in a video game are recorded at occurring at one or more coordinates within a virtual geographical landscape of the video game. The virtual geographical landscape is divided into subsections to form a secondary map. Performance metrics are generated based on the data and assigned to at least one of the subsections based on the one or more coordinates. The heatmap is formed and displayed by generating a non-alphanumeric visual representation of the performance metrics and overlaying the non-alphanumeric visual representation of the performance metrics on the secondary map. Locations of the non-alphanumeric visual representation of the performance metrics is based on to which subsections the generated performance metrics was assigned.

Abstract: Systems and methods for generating a performance heatmap that accounts for barriers, playable areas and non-playable areas are disclosed. The system applies a blur operation to a performance heatmap associated with a game map to generate a blurred heatmap, the heatmap having a plurality of pixels, where at least a portion of the pixels is associated with one or more values corresponding to one or more performance metrics. A mask representative of a top down image of the game map is generated, where the mask defines first areas that are accessible to players and second areas that are not accessible to players. A data structure is defined having n×m elements, wherein each of the n×m elements has a weight associated therewith based on an association of the data structure and mask. The blurring operation is executed on the heatmap using the data structure.

Abstract: The present specification describes an assistive tool that facilitates the design of video games to achieve a true randomized, non-biased and neutral gaming environment that is bounded so that extremes of disincentives and excess incentives are avoided. In one embodiment, the tool allows for simulation of game environment and generates variables that enable reward acquisition by players. In one embodiment, the tool allows the game systems to be defined in such a way that an agent, such as an artificial player implemented by a computer program, can interact with the game environment. In one embodiment, the present tool uses generative models driven by data from previous versions of a game to define the behavior of such agents in simulated games.

Abstract: Systems and methods for generating a performance heatmap that accounts for barriers, playable areas and non-playable areas are disclosed. The system applies a blur operation to a performance heatmap associated with a game map to generate a blurred heatmap, the heatmap having a plurality of pixels, where at least a portion of the pixels is associated with one or more values corresponding to one or more performance metrics. A mask representative of a top down image of the game map is generated, where the mask defines first areas that are accessible to players and second areas that are not accessible to players. A data structure is defined having n×m elements, wherein each of the n×m elements has a weight associated therewith based on an association of the data structure and mask. The blurring operation is executed on the heatmap using the data structure.

Abstract: The present specification describes systems and methods for efficiently generating scaled down versions of heatmaps that can be presented in real-time to a player. Data representative of events in a video game are recorded at occurring at one or more coordinates within a virtual geographical landscape of the video game. The virtual geographical landscape is divided into subsections to form a secondary map. Performance metrics are generated based on the data and assigned to at least one of the subsections based on the one or more coordinates. The heatmap is formed and displayed by generating a non-alphanumeric visual representation of the performance metrics and overlaying the non-alphanumeric visual representation of the performance metrics on the secondary map. Locations of the non-alphanumeric visual representation of the performance metrics is based on to which subsections the generated performance metrics was assigned.

Abstract: Systems and methods for generating a performance heatmap that accounts for barriers, playable areas and non-playable areas are disclosed. The system applies a blur operation to a performance heatmap associated with a game map to generate a blurred heatmap, the heatmap having a plurality of pixels, where at least a portion of the pixels is associated with one or more values corresponding to one or more performance metrics. A mask representative of a top down image of the game map is generated, where the mask defines first areas that are accessible to players and second areas that are not accessible to players. A data structure is defined having n×m elements, wherein each of the n×m elements has a weight associated therewith based on an association of the data structure and mask. The blurring operation is executed on the heatmap using the data structure.

Abstract: The present specification describes systems and methods for efficiently generating scaled down versions of heatmaps that can be presented in real-time to a player. Data representative of events in a video game are recorded at occurring at one or more coordinates within a virtual geographical landscape of the video game. The virtual geographical landscape is divided into subsections to form a secondary map. Performance metrics are generated based on the data and assigned to at least one of the subsections based on the one or more coordinates. The heatmap is formed and displayed by generating a non-alphanumeric visual representation of the performance metrics and overlaying the non-alphanumeric visual representation of the performance metrics on the secondary map. Locations of the non-alphanumeric visual representation of the performance metrics is based on to which subsections the generated performance metrics was assigned.

Abstract: The present specification describes an assistive tool that facilitates the design of video games to achieve a true randomized, non-biased and neutral gaming environment that is bounded so that extremes of disincentives and excess incentives are avoided. In one embodiment, the tool allows for simulation of game environment and generates variables that enable reward acquisition by players. In one embodiment, the tool allows the game systems to be defined in such a way that an agent, such as an artificial player implemented by a computer program, can interact with the game environment. In one embodiment, the present tool uses generative models driven by data from previous versions of a game to define the behavior of such agents in simulated games.

Abstract: The present specification describes systems and methods for efficiently generating scaled down versions of heatmaps that can be presented in real-time to a player. Data representative of events in a video game are recorded at occurring at one or more coordinates within a virtual geographical landscape of the video game. The virtual geographical landscape is divided into subsections to form a secondary map. Performance metrics are generated based on the data and assigned to at least one of the subsections based on the one or more coordinates. The heatmap is formed and displayed by generating a non-alphanumeric visual representation of the performance metrics and overlaying the non-alphanumeric visual representation of the performance metrics on the secondary map. Locations of the non-alphanumeric visual representation of the performance metrics is based on to which subsections the generated performance metrics was assigned.

Abstract: The present specification describes an assistive tool that facilitates the design of video games to achieve a true randomized, non-biased and neutral gaming environment that is bounded so that extremes of disincentives and excess incentives are avoided. In one embodiment, the tool allows for simulation of game environment and generates variables that enable reward acquisition by players. In one embodiment, the tool allows the game systems to be defined in such a way that an agent, such as an artificial player implemented by a computer program, can interact with the game environment. In one embodiment, the present tool uses generative models driven by data from previous versions of a game to define the behavior of such agents in simulated games.

Abstract: The present specification describes systems and methods for efficiently generating scaled down versions of heatmaps that can be presented in real-time to a player. Data representative of events in a video game are recorded at occurring at one or more coordinates within a virtual geographical landscape of the video game. The virtual geographical landscape is divided into subsections to form a secondary map. Performance metrics are generated based on the data and assigned to at least one of the subsections based on the one or more coordinates. The heatmap is formed and displayed by generating a non-alphanumeric visual representation of the performance metrics and overlaying the non-alphanumeric visual representation of the performance metrics on the secondary map. Locations of the non-alphanumeric visual representation of the performance metrics is based on to which subsections the generated performance metrics was assigned.

Abstract: Systems and methods for generating a performance heatmap that accounts for barriers, playable areas and non-playable areas are disclosed. The system applies a blur operation to a performance heatmap associated with a game map to generate a blurred heatmap, the heatmap having a plurality of pixels, where at least a portion of the pixels is associated with one or more values corresponding to one or more performance metrics. A mask representative of a top down image of the game map is generated, where the mask defines first areas that are accessible to players and second areas that are not accessible to players. A data structure is defined having n×m elements, wherein each of the n×m elements has a weight associated therewith based on an association of the data structure and mask. The blurring operation is executed on the heatmap using the data structure.

Abstract: The present specification describes an assistive tool that facilitates the design of video games to achieve a true randomized, non-biased and neutral gaming environment that is bounded so that extremes of disincentives and excess incentives are avoided. In one embodiment, the tool allows for simulation of game environment and generates variables that enable reward acquisition by players. In one embodiment, the tool allows the game systems to be defined in such a way that an agent, such as an artificial player implemented by a computer program, can interact with the game environment. In one embodiment, the present tool uses generative models driven by data from previous versions of a game to define the behavior of such agents in simulated games.

Abstract: The present specification describes systems and methods for efficiently generating scaled down versions of heatmaps that can be presented in real-time to a player. Data representative of events in a video game are recorded at occurring at one or more coordinates within a virtual geographical landscape of the video game. The virtual geographical landscape is divided into subsections to form a secondary map. Performance metrics are generated based on the data and assigned to at least one of the subsections based on the one or more coordinates. The heatmap is formed and displayed by generating a non-alphanumeric visual representation of the performance metrics and overlaying the non-alphanumeric visual representation of the performance metrics on the secondary map. Locations of the non-alphanumeric visual representation of the performance metrics is based on to which subsections the generated performance metrics was assigned.