Abstract: The present disclosure relates to systems, methods, and computer-readable media for adjudicating incidents between players within a simulation environment (e.g., a gaming environment). For example, systems disclosed herein involve training an adjudication model trained to evaluate player data from a plurality of player states over time to determine whether one or more players are at fault for an identified incident within the simulation environment. The systems disclosed herein can maintain a dynamic circular buffer that provides a snapshot of the player data over a predetermined period of time and which provides a scalable and computationally efficient mechanism for evaluating player data for multiple players to determine whether one or more players are violating rules within the simulation environment.

Abstract: The present disclosure relates to systems, methods, and computer-readable media for adjudicating incidents between players within a simulation environment (e.g., a gaming environment). For example, systems disclosed herein involve training an adjudication model trained to evaluate player data from a plurality of player states over time to determine whether one or more players are at fault for an identified incident within the simulation environment. The systems disclosed herein can maintain a dynamic circular buffer that provides a snapshot of the player data over a predetermined period of time and which provides a scalable and computationally efficient mechanism for evaluating player data for multiple players to determine whether one or more players are violating rules within the simulation environment.

Abstract: A developer interaction input is received on a given portion of a form authoring display. The developer interaction input is correlated with other portions of the display and the other portions of the display are modified to visually reflect the developer interaction with the given portion of the display.