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 spectator client device receives a plurality of spectator update frames that include respective actual physics state information for game objects of respective participants in a multiplayer game session. The spectator client device buffers respective ones of the spectator update frames for respective participants, and determines based on respective downlink spectator update frames buffered for the respective participants, respective simulated playback physical states at a common playback time of a current simulation period. A particular simulated playback physical state for a particular participant is determined based on actual physics state information obtained from at least two respective downlink spectator update frames buffered for the particular participant.

Abstract: A spectator client device receives a plurality of spectator update frames that include respective actual physics state information for game objects of respective participants in a multiplayer game session. The spectator client device buffers respective ones of the spectator update frames for respective participants, and determines based on respective downlink spectator update frames buffered for the respective participants, respective simulated playback physical states at a common playback time of a current simulation period. A particular simulated playback physical state for a particular participant is determined based on actual physics state information obtained from at least two respective downlink spectator update frames buffered for the particular participant.

Abstract: A method and system for enhanced ophthalmic surgery training by using simulation techniques. Each type of ophthalmic surgery, such as retinal or cataract surgery, is broken down into a sequence of surgical tasks, and each task is programmed into the system. A user practices each task via a simulator on a virtual human subject until a pre-determined level of skill is acquired for the task. The present invention objectively and effectively assesses a user's skill and expertise level in performing ophthalmic surgery via gated performance testing, thereby ensuring that the user has a pre-determined skill and expertise level, and eliminating undue risk to patients.