CN114730391A - 使用机器学习的用户输入预测的等待时间补偿 - Google Patents

使用机器学习的用户输入预测的等待时间补偿 Download PDF

Info

Publication number
CN114730391A
CN114730391A CN202080079891.8A CN202080079891A CN114730391A CN 114730391 A CN114730391 A CN 114730391A CN 202080079891 A CN202080079891 A CN 202080079891A CN 114730391 A CN114730391 A CN 114730391A
Authority
CN
China
Prior art keywords
game
data
machine learning
user input
player
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN202080079891.8A
Other languages
English (en)
Chinese (zh)
Inventor
I·布里斯戴尔·谢泼德
S·多尔顿
R·凯特勒
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Valve Corp
Original Assignee
Valve Corp
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Valve Corp filed Critical Valve Corp
Publication of CN114730391A publication Critical patent/CN114730391A/zh
Pending legal-status Critical Current

Links

Images

Classifications

    • A—HUMAN NECESSITIES
    • A63—SPORTS; GAMES; AMUSEMENTS
    • A63F—CARD, BOARD, OR ROULETTE GAMES; INDOOR GAMES USING SMALL MOVING PLAYING BODIES; VIDEO GAMES; GAMES NOT OTHERWISE PROVIDED FOR
    • A63F13/00—Video games, i.e. games using an electronically generated display having two or more dimensions
    • A63F13/60—Generating or modifying game content before or while executing the game program, e.g. authoring tools specially adapted for game development or game-integrated level editor
    • A63F13/67—Generating or modifying game content before or while executing the game program, e.g. authoring tools specially adapted for game development or game-integrated level editor adaptively or by learning from player actions, e.g. skill level adjustment or by storing successful combat sequences for re-use
    • A—HUMAN NECESSITIES
    • A63—SPORTS; GAMES; AMUSEMENTS
    • A63F—CARD, BOARD, OR ROULETTE GAMES; INDOOR GAMES USING SMALL MOVING PLAYING BODIES; VIDEO GAMES; GAMES NOT OTHERWISE PROVIDED FOR
    • A63F13/00—Video games, i.e. games using an electronically generated display having two or more dimensions
    • A63F13/30—Interconnection arrangements between game servers and game devices; Interconnection arrangements between game devices; Interconnection arrangements between game servers
    • A63F13/33—Interconnection arrangements between game servers and game devices; Interconnection arrangements between game devices; Interconnection arrangements between game servers using wide area network [WAN] connections
    • A63F13/332—Interconnection arrangements between game servers and game devices; Interconnection arrangements between game devices; Interconnection arrangements between game servers using wide area network [WAN] connections using wireless networks, e.g. cellular phone networks
    • A—HUMAN NECESSITIES
    • A63—SPORTS; GAMES; AMUSEMENTS
    • A63F—CARD, BOARD, OR ROULETTE GAMES; INDOOR GAMES USING SMALL MOVING PLAYING BODIES; VIDEO GAMES; GAMES NOT OTHERWISE PROVIDED FOR
    • A63F13/00—Video games, i.e. games using an electronically generated display having two or more dimensions
    • A63F13/30—Interconnection arrangements between game servers and game devices; Interconnection arrangements between game devices; Interconnection arrangements between game servers
    • A63F13/33—Interconnection arrangements between game servers and game devices; Interconnection arrangements between game devices; Interconnection arrangements between game servers using wide area network [WAN] connections
    • A63F13/335—Interconnection arrangements between game servers and game devices; Interconnection arrangements between game devices; Interconnection arrangements between game servers using wide area network [WAN] connections using Internet
    • A—HUMAN NECESSITIES
    • A63—SPORTS; GAMES; AMUSEMENTS
    • A63F—CARD, BOARD, OR ROULETTE GAMES; INDOOR GAMES USING SMALL MOVING PLAYING BODIES; VIDEO GAMES; GAMES NOT OTHERWISE PROVIDED FOR
    • A63F13/00—Video games, i.e. games using an electronically generated display having two or more dimensions
    • A63F13/30—Interconnection arrangements between game servers and game devices; Interconnection arrangements between game devices; Interconnection arrangements between game servers
    • A63F13/35—Details of game servers
    • A63F13/355—Performing operations on behalf of clients with restricted processing capabilities, e.g. servers transform changing game scene into an encoded video stream for transmitting to a mobile phone or a thin client
    • A—HUMAN NECESSITIES
    • A63—SPORTS; GAMES; AMUSEMENTS
    • A63F—CARD, BOARD, OR ROULETTE GAMES; INDOOR GAMES USING SMALL MOVING PLAYING BODIES; VIDEO GAMES; GAMES NOT OTHERWISE PROVIDED FOR
    • A63F13/00—Video games, i.e. games using an electronically generated display having two or more dimensions
    • A63F13/30—Interconnection arrangements between game servers and game devices; Interconnection arrangements between game devices; Interconnection arrangements between game servers
    • A63F13/35—Details of game servers
    • A63F13/358—Adapting the game course according to the network or server load, e.g. for reducing latency due to different connection speeds between clients
    • A—HUMAN NECESSITIES
    • A63—SPORTS; GAMES; AMUSEMENTS
    • A63F—CARD, BOARD, OR ROULETTE GAMES; INDOOR GAMES USING SMALL MOVING PLAYING BODIES; VIDEO GAMES; GAMES NOT OTHERWISE PROVIDED FOR
    • A63F13/00—Video games, i.e. games using an electronically generated display having two or more dimensions
    • A63F13/85—Providing additional services to players
    • A63F13/86—Watching games played by other players
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00—Network arrangements or protocols for supporting network services or applications
    • H04L67/01—Protocols
    • H04L67/131—Protocols for games, networked simulations or virtual reality
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
    • H04N21/47—End-user applications
    • H04N21/478—Supplemental services, e.g. displaying phone caller identification, shopping application
    • H04N21/4781—Games

Landscapes

  • Engineering & Computer Science (AREA)
  • Multimedia (AREA)
  • Signal Processing (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Theoretical Computer Science (AREA)
  • Software Systems (AREA)
  • Medical Informatics (AREA)
  • Evolutionary Computation (AREA)
  • Data Mining & Analysis (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Physics & Mathematics (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Artificial Intelligence (AREA)
  • User Interface Of Digital Computer (AREA)
CN202080079891.8A 2019-11-19 2020-11-13 使用机器学习的用户输入预测的等待时间补偿 Pending CN114730391A (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US16/688,833 US11717748B2 (en) 2019-11-19 2019-11-19 Latency compensation using machine-learned prediction of user input
US16/688,833 2019-11-19
PCT/US2020/060504 WO2021101811A1 (en) 2019-11-19 2020-11-13 Latency compensation using machine-learned prediction of user input

Publications (1)

Publication Number Publication Date
CN114730391A true CN114730391A (zh) 2022-07-08

Family

ID=75909748

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202080079891.8A Pending CN114730391A (zh) 2019-11-19 2020-11-13 使用机器学习的用户输入预测的等待时间补偿

Country Status (6)

Country Link
US (1) US11717748B2 (https=)
EP (1) EP4042342A4 (https=)
JP (1) JP7596379B2 (https=)
KR (1) KR102835443B1 (https=)
CN (1) CN114730391A (https=)
WO (1) WO2021101811A1 (https=)

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114845789A (zh) * 2019-12-10 2022-08-02 Cy游戏公司 服务器、处理系统、处理方法和程序
US12105876B2 (en) * 2023-01-04 2024-10-01 Wispr AI, Inc. System and method for using gestures and expressions for controlling speech applications
US12198698B1 (en) 2023-10-30 2025-01-14 Reflex Technologies, Inc. Devices for non-audible speech detection

Families Citing this family (34)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
GB2588584B (en) * 2019-10-17 2023-11-29 Sony Interactive Entertainment Inc User adaptation system and method
US11123639B2 (en) 2019-11-18 2021-09-21 Sony Interactive Entertainment Inc. Server-based mechanics help determination from aggregated user data
US11663039B2 (en) * 2020-04-07 2023-05-30 International Business Machines Corporation Workload management using reinforcement learning
US11768945B2 (en) * 2020-04-07 2023-09-26 Allstate Insurance Company Machine learning system for determining a security vulnerability in computer software
US20210406642A1 (en) * 2020-06-30 2021-12-30 Nvidia Corporation Anomaly characterization using one or more neural networks
SG10202100950PA (en) * 2021-01-28 2021-06-29 Garena Online Private Ltd A method for implementing multi-player games
JP7714672B2 (ja) 2021-03-10 2025-07-29 バンジー， インコーポレイテッド クライアント－サーバネットワーキングのためのコントローラ状態管理
CN115243771A (zh) * 2021-08-13 2022-10-25 许磊 一种用于游戏的免下载运行方法及平台
US11930247B2 (en) * 2021-10-13 2024-03-12 Rovi Guides, Inc. System and method for selection of supplemental content according to skip likelihood
KR20230056452A (ko) 2021-10-20 2023-04-27 삼성전자주식회사 디스플레이 장치 및 그 동작 방법
US12388889B2 (en) * 2021-10-27 2025-08-12 Nvidia Corporation Augmenting multimedia streaming by anticipating events using artificial intelligence
US20230186121A1 (en) * 2021-12-10 2023-06-15 International Business Machines Corporation Computer optimization of task performance through dynamic sensing
JP7441207B2 (ja) * 2021-12-21 2024-02-29 任天堂株式会社 情報処理システム、プログラム、情報処理装置、および情報処理方法
US12250150B2 (en) * 2021-12-28 2025-03-11 International Business Machines Corporation AI-based compensation of resource constrained communication
US12300221B2 (en) * 2022-05-28 2025-05-13 Sony Interactiveentertainment Inc. Methods for examining game context for determining a user's voice commands
US12361160B2 (en) 2022-08-03 2025-07-15 Sony Interactive Entertainment Inc. Tunable filtering of voice-related components from motion sensor
US12115441B2 (en) * 2022-08-03 2024-10-15 Sony Interactive Entertainment Inc. Fidelity of motion sensor signal by filtering voice and haptic components
US12572622B2 (en) * 2022-10-06 2026-03-10 Zscaler, Inc. Identifying incorrect labels and improving label correction for machine learning (ML) for security
CN118286687A (zh) * 2023-01-05 2024-07-05 竞舞娱乐私人有限公司 用于在电子游戏设备上模拟视频游戏环境的设备和方法
JP2024107785A (ja) * 2023-01-30 2024-08-09 日本電信電話株式会社 映像送信システム
GB2629189A (en) * 2023-04-20 2024-10-23 Sony Interactive Entertainment Inc Content interaction system and method
US12521627B2 (en) 2023-06-09 2026-01-13 Sony Interactive Entertainment Inc. Indirect video game context determination based on game I/O
US20250010199A1 (en) * 2023-07-06 2025-01-09 Sony Interactive Entertainment Inc. Timed input/action release
US12521625B2 (en) 2023-07-06 2026-01-13 Sony Interactive Entertainment Inc. Inference window for gesture input
US20250010207A1 (en) * 2023-07-07 2025-01-09 Sony Interactive Entertainment Inc. Method for churn detection in a simulation
US12496529B2 (en) 2023-07-07 2025-12-16 Sony Interactive Entertainment Inc. Method for personalizing a video game trophy
GB2631748A (en) * 2023-07-12 2025-01-15 Rebellion Group Ltd Method of updating a game state, client terminal system, and server
US12491436B2 (en) 2023-07-31 2025-12-09 Sony Interactive Entertainment Inc. Virtual assistant for game discovery
GB2632830A (en) * 2023-08-22 2025-02-26 Sony Interactive Entertainment Europe Ltd Orientation aware smart input correction
GB2632846A (en) * 2023-08-23 2025-02-26 Sony Interactive Entertainment Europe Ltd Method of interacting with a video game system
US20250128170A1 (en) * 2023-10-18 2025-04-24 Sony Interactive Entertainment Inc. Systems and Methods for Supporting Team-Based Video Game Play
CN117707346B (zh) * 2023-12-25 2024-07-12 深圳尚睿博科技有限公司 一种电竞键盘及其交互控制方法
US20250242232A1 (en) * 2024-01-25 2025-07-31 Sony Interactive Entertainment Inc. Systems and methods for electronic game control and game controller configurations with emg sensing
CN120640194B (zh) * 2025-08-12 2025-10-28 深圳市海瑞泰克电子有限公司 一种蓝牙音箱智能调控方法、系统和蓝牙音箱

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104081321A (zh) * 2012-02-01 2014-10-01 约瑟夫·米兹腊希 改善在线游戏的预测的方法与系统
CN109200578A (zh) * 2017-06-30 2019-01-15 电子技术公司 用于视频游戏的交互式语音控制的伴随应用
CN109716361A (zh) * 2016-09-08 2019-05-03 谷歌有限责任公司 执行触摸运动预测的深度机器学习
US20190321727A1 (en) * 2018-04-02 2019-10-24 Google Llc Temporary Game Control by User Simulation Following Loss of Active Control

Family Cites Families (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6475090B2 (en) 2001-03-29 2002-11-05 Koninklijke Philips Electronics N.V. Compensating for network latency in a multi-player game
JP5519130B2 (ja) 2008-07-16 2014-06-11 株式会社バンダイナムコゲームス プログラム、ゲーム機
US9511289B2 (en) 2009-07-10 2016-12-06 Valve Corporation Player biofeedback for dynamically controlling a video game state
JP5874292B2 (ja) 2011-10-12 2016-03-02 ソニー株式会社 情報処理装置、情報処理方法、及びプログラム
KR20160058117A (ko) * 2013-09-18 2016-05-24 텍추얼 랩스 컴퍼니 미래 사용자 입력을 예측한 상태 변화에 관한 정보를 사용하는 사용자 입력에 대한 반응을 제공하는 시스템 및 방법
JP2015212920A (ja) 2014-04-16 2015-11-26 俊介 山内 先行画像生成プログラム、仮想マシーン制御プログラムおよびコンピュータ可読記憶媒体
US10552752B2 (en) * 2015-11-02 2020-02-04 Microsoft Technology Licensing, Llc Predictive controller for applications
US9907253B2 (en) * 2016-06-02 2018-03-06 Monsanto Technology Llc Soybean variety 01058513
CN111565809B (zh) 2017-10-11 2024-07-23 华纳兄弟娱乐公司 基于机器学习的灵活计算机游戏
US10918941B2 (en) * 2019-03-27 2021-02-16 Electronic Arts Inc. Predictive execution of distributed game engines

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104081321A (zh) * 2012-02-01 2014-10-01 约瑟夫·米兹腊希 改善在线游戏的预测的方法与系统
CN109716361A (zh) * 2016-09-08 2019-05-03 谷歌有限责任公司 执行触摸运动预测的深度机器学习
CN109200578A (zh) * 2017-06-30 2019-01-15 电子技术公司 用于视频游戏的交互式语音控制的伴随应用
US20190321727A1 (en) * 2018-04-02 2019-10-24 Google Llc Temporary Game Control by User Simulation Following Loss of Active Control

Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114845789A (zh) * 2019-12-10 2022-08-02 Cy游戏公司 服务器、处理系统、处理方法和程序
CN114845789B (zh) * 2019-12-10 2025-05-06 Cy游戏公司 服务器、处理系统、处理方法和程序
US12105876B2 (en) * 2023-01-04 2024-10-01 Wispr AI, Inc. System and method for using gestures and expressions for controlling speech applications
US12198698B1 (en) 2023-10-30 2025-01-14 Reflex Technologies, Inc. Devices for non-audible speech detection
US12469488B2 (en) 2023-10-30 2025-11-11 Reflex Technologies, Inc. Methods for non-audible speech detection

Also Published As

Publication number Publication date
KR102835443B1 (ko) 2025-07-18
KR20220097907A (ko) 2022-07-08
EP4042342A4 (en) 2024-03-06
US20210146241A1 (en) 2021-05-20
JP2023502243A (ja) 2023-01-23
WO2021101811A1 (en) 2021-05-27
JP7596379B2 (ja) 2024-12-09
US11717748B2 (en) 2023-08-08
EP4042342A1 (en) 2022-08-17

Similar Documents

Publication Publication Date Title
JP7596379B2 (ja) ユーザ入力の機械学習予測を使用したレイテンシ補正
KR102827504B1 (ko) 센서 데이터에 기초한 기계 학습식 신뢰 채점
US11833422B2 (en) Providing automated user input to an application
US11007427B2 (en) Method and apparatus for monitoring and calibrating performances of gamers
JP2019524212A (ja) 自動人工知能（ａｉ）パーソナルアシスタント
WO2013114322A1 (en) Method and system for improving prediction in online gaming
WO2024228861A1 (en) Dynamic in-game refinement of calibration of user input
CN119452668A (zh) 检查游戏情景以确定用户的话音命令的方法
JP2026062624A (ja) ハンドトラッキングを使用した仮想ボタンによるゲームコントローラ機能の拡張
US11614825B2 (en) Touch status indication for active stylus
WO2025080482A1 (en) Cross-platform play with real-time augmentation for maintaining an even playing field between players
CN117122907A (zh) 用于提供游戏重新沉浸的方法和系统
US20250050206A1 (en) Systems and methods for modifying inputs to computer systems
US12539468B2 (en) AI streamer with feedback to AI streamer based on spectators
US20250135329A1 (en) Apparatus, systems and methods for controller devices
GB2619543A (en) Input mapping modification system and method

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination