The Double Helix: AI for Simulation & Gaming
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1 The Double Helix: AI for Simulation & Gaming Roger Smith LLC (407) November 2000 Page 1 Simulation = Games = Simulation 11November 2000 Page 2
2 Logical Layers of Simulations and Games Sound Graphics Artificial Intelligence Environmental Models Physical Models Infrastructure Network 11November 2000 Page 3 Artificial Intelligence in Military Simulation 11November 2000 Page 4
3 AI Fit for 3D & Strategy 11November 2000 Page 5 Military Games 11November 2000 Page 6
4 Multiplayer Network Games Massively Multi-player Games 11November 2000 Page 8
5 The Power of Artificial Intelligence How could I make my game better with AI? vs. What game could I make with better AI? Phil Goetz The AI is in the Mail Game Developer Magazine November November 2000 Page 9 Can we create another genre of game? Massively Multi-player Intelligent Game Genre? Puzzle Strategy Simulation 3D Shooter Wargame Real-time Strategy 11November 2000 Page 10
6 Wolfenstein of Artificial Intelligence Wolfenstein 3D Ultima Online Wolfenstein 3D You Don t Know Jack Command & Conquer Ultima Online AI Wonderland What will AI Contribute? 11November 2000 Page 11 Adaptive Learning Galapagos Learn the Hard Way Dogz, Catz Collect Rules of Behavior Creatures Run a Circus 11November 2000 Page 12
7 Intelligent Agents state how the world evolves what my actions do utility agent sensors what the world is like now what it would be like if I do action A how happy I will be in such a state what action I should do now effectors environment The Sims Work Environment - Create your coworkers and abuse them Traffic Sim Model route to work and experiment with it at different commute times/congestion Specific cities modeled Negotiation Roof Jumper Bank Robber Nuclear War Terrorist 11November 2000 Page 13 Markov State Transition Wizard & Bop-It Random pattern matching Drunken Driver Herding Cats Fishing Sim November 2000 Page 14
8 Finite State Machines PUT DOWN START PICKUP What new applications? Beyond Lego Mindstorm Contract for Smart Kn ex READ PUSH IDLE MOUSE READY SET FAILURE GOTO COLIDE PUSH 11November 2000 Page 15 Means-Ends Analysis (SOAR) Smarter Falcon 4.0 Accurate sequences of necessary actions Intercept Achieve Proximity Employ Weapons Search Scram Execute Tactic Get Missile LAR Select Missile Launch Missile Get Steering Circle Sort Group Lock Radar Lock IR Fire-Missile Wait-for Missile-Clear 11November 2000 Page 16
9 Fuzzy Space Fuzzy Space 1.8 neg_big zero neg_small pos_small pos_big What new applications? Furby, Poochi, Techno Cybiko Group Puzzles Measurement 11November Copyright , Roger Smith Page 17 Neural Networks Input What new applications? Networked Palm Pilot Handwriting Detective Game Output 11November Copyright , Roger Smith Page 18
10 Genetic Binary Organisms What new applications? Modeling the office cubicle environment Rumor spreading game 11November 2000 Page 19 Genetic Vector Organisms What new applications? Monster Generation (Birth) November 2000 Page 20
11 AI Planning ADA Corridors Active Intel Create Convoy Begin Marine Landing ASW Air Strikes Define No -Fly Define Safe Areas Identify Enemy Transfer Supplies Destroy Opposition Position on Treeline Build Facility Destroy Facility Doctor, Doctor Control Beach End Patients live or die Railroad/Tube Planning Like Railroad Tycoon 11November 2000 Page 21 X-Box Games 11November 2000 Page 22
12 Digital Theme Parks 11November 2000 Page 23 Holodeck Theme Park 11November 2000 Page 24
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