GenAI游戏教练：实时游戏反馈.pdf

1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.D E V 2 0 1GenAI game coach:Real-time gameplay feedbackGaganjot Kaur Kang(she/hers)2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Speaker Introdu

2、ctionGaganjot Kaur KangStaff Software Engineer7+years at Sony Interactive Entertainment(PlayStation)LinkedIn:https:/ Web Services,Inc.or its affiliates.All rights reserved.AgendaOverview:The skill improvement demand in gamingThe Gameplay skill bottleneckAWS-powered ArchitectureDemo videoLessons lear

3、nt and next steps 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.The Skill-Improvement Demand in Gaming85%of players misdiagnose their own mistakes.(Source:Nielsen Gaming Study 2023)Why everyday players struggle to improve on their own?2025,Amazon Web Services,Inc.or its affiliat

4、es.All rights reserved.Why Players Plateau?OpportunityChallengeSolutionPlayers dont know what went wrong.Raw gameplay is messy and noisy.Every mistake happens in milliseconds.What if?Your gameplay could talk back?You had a personal coach watching your combos,timing,and analyzing your decisions.Every

5、 clip became a teachable moment.From replay analysis to real-time coachingMillions of players want to improve at games without heavy tools.Most dont have coaches.Real-time analysis is rare and expensive.Studios want scalable analysis without GPU clusters.2025,Amazon Web Services,Inc.or its affiliate

6、s.All rights reserved.Sample Gameplay Clip578 MB video sizeGame:Destiny 2Duration:5 minutes 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.The AWS powered architectural solutionGameplay Input(mp4 video)Browser-based Single page React application for:Video uploadVideo analysis rep