AI资源

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from http://www.red3d.com/cwr/games/#ai

http://www.cnblogs.com/yaoyansi/articles/1837284.html

AI middleware

**Nvidia GPU AI

----------------------open source stuffs ------------------

OpenSteer and MetaAgent

steersuit

FEAR - ageneric framework for AI development with a collection of buildingblocks, and methodologies to extend the system

aicore Artificial Intelligence For Games (2009).pdf

FSM open source projects

A* solver

libbehavior

RecastNavigation

PandaAI(AI for Panda3D engine) (source code)

BrainiacDesigner - open source c++ visual behaviour tree editor

OpenAI

openNERO - game platform for Artificial Intelligence research and education

ahuman AI相关，若干AI开源项目

brainbugz， googlecode， blog，等作者的其他项目

crowd simulation framework(java)

irrai http://sites.google.com/site/chrisjmash/irrai

Inexin http://inexin.sourceforge.net/

aiParts http://www.agt.net/public/bmarshal/aiparts/index.htm

Game AI resources:

Web sites ongame AI:
- Game developer:
  - AIWisdom.com by SteveRabin ("Our Goal: Catalogue EveryGame AI Article and Every Graphics Article")
  - Game/AI blog byDamian Isla
  - Game AI Page by Steve Woodcock
  - aiGuru.com by MichaelZarozinski
  - AI Depot by AlexChampandard
  - GameAI links byRobertZubek
  - AnAIArchitecture for Games and Robotics byNick Porcino
  - ArtificialIntelligence resources atgamedev.net
  - ArtificialIntelligence resources atGDSE
- Academic:
  - ArtificialIntelligence and Computer Games Research at UMich byJohn Laird et al.
  - ArtificialIntelligence section ofAmitPatel'sGame Programming Information.
  - AI Center by Alexander Nareyek
  - Dialoguein Computer Games byPennyDrennan
  - GameAI Paper Summaries,StrategyAIand by Penny Sweetser
Conferences and workshops:
- IEEE Symposiumon Computational Intelligence and Games (2007)
- Artificial Intelligence andInteractive Digital Entertainment Conference (AIIDE2005 2006, 2007)
- V-Crowds'05 The First InternationalWorkshop onCrowd Simulation
- AAAI-04Workshop on Challenges in Game AI (2004)
- ArtificialIntelligence and Interactive Entertainment (AAAI AIIE2002,2001, 2000, 1999)
- CollaborativeHuman/AI Control for Interactive Experiences (CHACIE 2010)
Books: (see also AIWisdom.com)
- ArtificialIntelligence for Computer Games: An Introduction (2004) byJohn D. Funge. The companion websiteai4games.org includesbibliography, errata, chapter guide, and relevant links.
- ProgrammingGame AI by Example (2004) byMat Buckland
- AIGame Engine Programming(2004) by Brian Schwab
- AI for GameDevelopers (2004) by David M. Bourg and Glenn Seeman
- AI Game Development:Synthetic Creatures withLearning and Reactive Behaviors (2003) byAlexChampandard. See also the companion websiteAiGameDev.com.
- AIGame Programming Wisdom 2 (2003) edited bySteveRabin.
- AIGame Programming Wisdom (2002) edited bySteveRabin.
- AI forAnimation and Games: A Cognitive Modeling Approach (1999) byJohn D. Funge.
Papers:
- Surveys and overviews:
  - Alex Nareyek (2004) ArtificialIntelligence in Computer Games - State of the Art and Future DirectionsACM Queue 1(10), 58-65 (PDFof print version)
  - BehaviorModeling in Commercial Games (2004) by David E. Diller, WilliamFerguson, Alice M. Leung, Brett Benyo, Dennis Foley[DOC]
- Pathfinding:
  - Memory-Efficient Abstractions for Pathfinding (2007) Nathan R. Sturtevant [PDF]
  - NearOptimal Hierarchical Path-Finding (2004)Adi Botea, MartinMüller and JonathanSchaeffer
  - EfficientNavigation Mesh Implementation (2004) John C. O’Neill
  - Realistic Human Path Planning using Fluid Simulation [PDF](2004) by René G. Burgess andChristian J. Darken
  - RibbonNetworks for Modeling Navigable Paths of Autonomous Agents in VirtualUrban Environments[PDF](2003)Peter Willemsen,Joseph K.Kearney andHongling Wang
  - InteractiveNavigation in Complex Environments Using Path Planning (2003)BrianSalomon,Maxim Garber, MingC. Lin, and Dinesh Manocha
  - PolygonSoup for the Programmer's Soul: 3D Pathfinding (2001) by PatrickSmith. GDC 2001 presentation slides in[PPT].
- Formations:
  - Formation-BasedPathfinding With Real-World Vehicles (2000) byJim VanVerth, VictorBrueggemann, Jon Owen and Peter McMurry. Extends steeringbehaviors toinclude multi-vehicle formations and explores more specific vehiclelocomotion models.
  - CoordinatedUnit Movement, andImplementingCoordinated Movement (1999) by DavePottinger
  - Closely related robotics papers:
    - Formationswith a Mission: Stable Coordination of Vehicle Group Maneuvers(2002) byPetter Ogren,Edward Fiorelli andNaomiEhrich Leonard
    - NegotiatedFormations (2003) byDavid J. Naffin andGauravS.Sukhatme
    - RobotFormations Using Only Local Sensing and Control (2001) byJakobFredslund andMajaJ Mataric
    - SocialPotentials for Scalable Multi-Robot Formations (2000) byTuckerBalch andMariaHybinette
    - Behavior-basedFormation Control for Multi-robot Teams (1999) byTuckerBalch andRonaldC. Arkin
- Steering behaviors:
  - AutonomousBehaviors for Interactive Vehicle Animations (2004) by Jared Go,Thuc Vu andJamesKuffner.[PDF]
  - Fast,Neat and Under Control: Inverse Steering Behaviors for PhysicalAutonomous Agents (2003) Heni Ben Amor,Oliver Obst, Jan Murray. [PDF][CiteSeer]
  - SteeringBehaviors For Autonomous Characters(1999) byCraig Reynolds. [PDF][CiteSeer]
- Crowds:
  - ContinuumCrowds (2006) byAdrien Treuille,SethCooper andZoranPopović [PDF][DivXmovie]
  - Big FastCrowds on PS3 (2006) by Craig Reynolds (PSCrowd)[PDF]
  - FastCrowd:Real-Time Simulation and Interaction with Large Crowds based onGraphics Hardware (2004) byNicolasCourty and SoraiaRaupp Musse [PDF]
  - Interactionwith Groups of Autonomous Characters (2000) byCraig Reynolds. [PDF]
- Camera AI:
  - A Lightweight Intelligent Virtual Cinematography Systemfor Machinima Production (2007)David K. Elson andMark O. Riedl. [PDF]
  - ACinematography System for Virtual Storytelling (2003)Nicolas Courty, Fabrice Lamarche, StéphaneDonikian, and ÉricMarchand. [PDF]
  - Real-Time Camera Control For Interactive Storytelling(2002) Fred Charles, Jean-Luc Lugrin, Marc Cavazza and Steven J. Mead.[PDF][CiteSeer]
  - ACamera Engine for Computer Games: Managing the Trade-Off BetweenConstraint Satisfaction and Frame Coherence (2001) byNicolas Halper, Ralf Helbingand ThomasStrothotte. [PDF][CiteSeer]
  - TheVirtual Cinematographer: A Paradigm for Automatic Real-Time CameraControl and Directing (1996) byMichael F. Cohen,Li-wei He andDavid Salesin. [PDF][CiteSeer]
- Visibility and perception:
  - Visibility and Concealment Algorithms for 3D Simulations [PDF](2004) byChristian J.Darken
  - AI on the GPU [PDF](2004) byChristian J.Darken, E. Ray Pursel, J. Steve Correia. On determining howentities on a virtual battlefield see each other.
  - State Estimation for Game AI using Particle Filters(2004) by Curt Bererton. [PDF] [AVIvideo]
  - Object Persistence for Synthetic Characters (2002) byDamian A. Isla and BruceM. Blumberg. [PDF]
- Social and conversationalagents:
  - Character Participation in Social Interaction [PDF](2004) byRobert Zubek
  - GenericPersonality and Emotion Simulation for Conversational Agents[PDF](2004) byArjanEgges, Sumedha Kshirsagar,NadiaMagnenat-Thalmann
  - FLAME- A Fuzzy Logic Adaptive Model of Emotions (2000) byMagy Seif El-Nasr, JohnYen, and Thomas Ioerger.[PS]
- Story AI:
  - Interactive Storytelling: A Player Modelling Approach(2007) David Thue, Vadim Bulitko, Marcia Spetch and EricWasylishen. [PDF] (regarding:PaSSAGE:Player-Specific Stories via Automatically Generated Events)
  - Dynamic Generation of Dilemma-based InteractiveNarratives (2007) HeatherBarber and DanielKudenko. [PDF]
  - AI Characters and Directors for Interactive ComputerGames (2004) Brian Magerko, John E. Laird, Mazin Assanie,Alex Kerfoot andDevvan Stokes.[PDF]
  - An intent-driven planner for multi-agent story generation(2004) by Mark Owen Riedland R. Michael Young. [PDF]
  - Interactive Narrative Architecture Based on FilmmakingTheory (2004) by Magy SeifEl-Nasr. [PDF]
  - A Search-Based Drama Manager (2004) by Ari Lamsteinand Michael Mateas [PDF]
  - Façade: AnExperiment in Building a Fully-Realized Interactive Drama (2003)Michael MateasandAndrew Stern [PDF]
  - TheStage as a Character: Automatic Creation of Acts of God for DramaticEffect(1995) byBradley Rhodesand Pattie Maes
- Action selection andagent architecture:
  - Improv: A System for Scripting Interactive Actors inVirtual Worlds (1996) by KenPerlin and AthomasGoldberg[PDF][CiteSeer][relatedpage]
  - Multi-LevelDirection of Autonomous Creatures for Real-Time Virtual Environments(1995) byBruce BlumbergandTinsley Galyean.[PDF][CiteSeer]
- Strategy and tactics:
  - SORTS: A Human-Level Approach to Real-Time Strategy AI(2007) SamWintermute, Joseph Xu, and John E. Laird [PDF]
  - Rules versus Scripts in Games Artificial Intelligence(2004) by NathanCombs and Jean-Louis Ardoint. [PDF]
  - It Knows What You're Going to Do: Adding Anticipation toa Quakebot (2001) by JohnE. Laird. [PDF]
- Learning and evolution:
  - Evolving Opponents for Interesting Interactive ComputerGames (2004) by GeorgiosN. Yannakakis and John Hallam. [PDF]
  - Fast and Learnable Behavioral and Cognitive Modeling forVirtual Character Animation (2004)Jonathan Dinerstein,Parris K.Egbert,Hugo de Garisand NelsonDinerstein. [PDF]
  - IntegratedLearning for Interactive Synthetic Characters (2002)Bruce Blumberg, Marc Downie, Yuri Ivanov,Matt Berlin, MichaelPatrick Johnson,BillTomlinson. [PDF]
- Other:
  - SquadSmart: Hierarchical Planning and Coordinated PlanExecution for Squads of Characters (2007)Peter Gorniak and IanDavis [PDF]
  - Automatic Rule Ordering for Dynamic Scripting (2007)Timor Timuri, PieterSpronck and Jaap vanden Herik [PDF]
  - AutomatingLighting Design for Interactive Entertainment (2004) Magy Seif El-Nasr andIan Horswill. [PDF]
  - RealisticAutonomousNavigation in Dynamic Environments (2003) byAlexChampandard(Masters thesis, University ofEdinburgh)
  - RTS Games as Test-Bed for Real-Time Research [PDF](2003)Michael Buroand Timothy Furtak.
  - Artificial Stupidity: The Art of Intentional Mistakes(2003) Lars Liden. [PDF]
  - A Visual Environment for Rapid Behavior Definition (2003)Dan Fu, Ryan Houlette, and Randy Jensen.[PDF]
  - Putting AI in Entertainment: An AI Authoring Tool forSimulation and Games (2002) by Daniel Fu and Ryan Houlette[PDF]
  - Strategic and Tactical Reasoning with Waypoints (2002) Lars Liden. [PDF]
  - Gamebots: A 3D Virtual World Test-Bed For Multi-AgentResearch (2001) Rogelio Adobbati,Andrew N. Marshall, Andrew Scholer, Sheila Tejada, Gal Kaminka, StevenSchaffer, Chris Sollitto.[PDF] [CiteSeer]
Game AI articles:
- ArtificialIntelligence articles fromGamasutra (requires free registration)
- UsingGenetic Algorithms for Game AI byGreg James at GIGnews
- AIin VideoGames vs. AI in Academia (Slashdot discussion)
- WildThings game AI article fromWired.
- AIhelps gamers keep on playing (BBC 2002) by Mark Ward on AI inMajorem
- Computergames start thinking (BBC 2002) by Mark Ward
- Thefuture of artificial intelligence: The Borg?(2002, ZDNet) groupmind AI for "Dmitry"
- AIin action games: complete interviews (2002, PC Gamer)
- NOLF2: the complete developer interview (2002, PC Gamer)
- AIMiddleware: Getting into Characterby Eric Dybsand(Gamasutra, July 2003) parts:1, 2, 3, 4, 5
- TheFull Spectrum Warrior Camera System by John Giors (GDC2004, Gamasutra(requires free registration))
- Underthe hood of The Sims (2002IE only?) lecture notesby KenForbus
- What does AIoffer video games? (2004, self-published) by Craig Furness
- Bringingemotions to video games Can games inspire feelings as well as fun?by Tom Loftus (2004, MSNBC)[PDF]
- Adaptingthe Tools of Drama to Interactive Storytelling (2001, Gamasutra(requires free registration)) byRandy Littlejohn
- Agitatingfor Dramatic Change (2003, Gamasutra (requires freeregistration)) byRandyLittlejohn
Software:
- Commercial:
  - AI.implantfrom Engenuity Technologies
  - ArtificialContender fromTruSoft
  - DirectIA
  - emotion ai
  - KynapsefromKynogon
  - LiveCombatfromAiLive
  - Louder Than ABomb! Software
  - Massive (crowdsystem used in Lord of the Rings, see also)
  - Pariveda
  - Realtime Drama
  - RenderWareA.I.("powered by Kynogon")
  - SimBionicfrom Stottler HenkeAssociates.
  - SoftimageBehavior
  - SpirOps
  - VirtoolsAI Pack (formerly NeMo?)
- Open source:
Other:
- IGDA'scommittee onArtificial Intelligence (AI) Interface Standards[relatedgame AI newsletter]
- InternationalJournal of Intelligent Games & Simulation
- Computers> Artificial Intelligence > Games(Google/DMOZdirectory)
- comp.ai.gamesnewsgroup(via webornntp)
- Related topics:
  - Gameswith programmable AI: games providing API/SDK allowing them to beused astestbeds for AI research.(From CS 672:Learning and Sequential Decision Making by Michael L. Littman.)Some others:
    - ORTS - AFree Software RTS Game Framework
    - Freeciv:"Cause civilization should be free!"
    - Games> Video Games > Simulation > Programming Games(Google/DMOZdirectory)
    - GamebotsUnreal Tournament as a domain for research in artificial intelligence
  - Emotionally Challengedblog byIan Wilson on articial emotion.
  - Terra Nova ablog about virtual worlds: "computer-generated, persistent, immersive,and representational social platforms...MMORPGs..."
  - InteractiveStorytelling: Techniques for 21st Century Fiction (2004) book byAndrew Glassner
  - GPGPU General-PurposeComputation Using Graphics Hardware
  - AIon the Web a massive directory of general (not specifically gamerelated) AIlinks, online companion to the bookArtificialIntelligence: A Modern Approach

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