AI Game Engine Programming | by Brian Schwab | 2009 | ISBN: 9781584505723. Artificial Intelligence Books. Distributed AI Design. Adventure Games. Real-Time Strategy (RTS) Games. Platform Games. Shooter Games. Racing Games. Classic Strategy Games. Fighting Games. Artificial Life (Alife) Games

AI Game Engine Programming

by Brian Schwab
2009 (741 pages)
ISBN:9781584505723

Covering the four principle elements of game artificial intelligence, this book provides game developers with the tools and information they need to create modern game AI engines.

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AI Game Engine Programming







Preface
Introduction
Content Overview
Audience

Chapter 1 – Basic Definitions and Concepts
What Is Intelligence?
What Is “Game AI”?
What Game AI Is Not
How This Definition Differs from That of Academic AI
Applicable Mind Science and Psychology Theory
Lessons from Robotics
Summary

Chapter 2 – An AI Engine: The Basic Components and Design
Decision Making and Inference
Input Handlers and Perception
Navigation
Bringing It All Together
Summary

Chapter 3 – AIsteroids: Our AI Test Bed
Overview
The GameObj Class
The GameObj Update Function
The Ship Object
The Other Game Objects
The GameSession Class
The Control Class
The AI System Hooks
Game Main Loop
Summary

Chapter 4 – Role-Playing Games (RPGs)
Overview
Common AI Elements
Useful AI Techniques
Examples
Exceptions
Specific Game Elements That Need Improvement
Grammar Machines
Quest Generators
Better Party Member AI
Better Enemies
Fully-Realized Towns
Summary

Chapter 5 – Adventure Games
Overview
Common AI Elements
Useful AI Techniques
Areas That Need Improvement
Summary

Chapter 6 – Real-Time Strategy (RTS) Games
Common AI Elements
Useful AI Techniques
Examples
Areas That Need Improvement
Summary

Chapter 7 – First-Person Shooters/Third-Person Shooters (FTPS)
Overview
Common AI Elements
Useful AI Techniques
Examples
Areas That Need Improvement
Summary

Chapter 8 – Platform Games
Overview
Common AI Elements
Useful AI Techniques
Examples
Areas That Need Improvement
Summary

Chapter 9 – Shooter Games
Overview
Common AI Elements
Useful AI Techniques
Exceptions
Examples
Areas That Need Improvement
Summary

Chapter 10 – Sports Games
Overview
Common AI Elements
Useful AI Techniques
Examples
Areas That Need Improvement
Summary

Chapter 11 – Racing Games
Overview
Common AI Elements
Useful AI Techniques
Areas That Need Improvement
Summary

Chapter 12 – Classic Strategy Games
Overview
Common AI Elements
Useful AI Techniques
Areas That Need Improvement
Summary

Chapter 13 – Fighting Games
Overview
Common AI Elements
Useful AI Techniques
Areas That Need Improvement
Summary





Chapter 14 – Miscellaneous Genres of Note
Civilization Games
God Games
War Games
Flight Simulators (SIMS)
Rhythm Games
Puzzle Games
Artificial Life (Alife) Games
Summary

Chapter 15 – Finite-State Machines
FSM Overview
FSM Skeletal Code
Implementing an FSM-Controlled Ship into Our Test Bed
Example Implementation
Performance of the AI with This System
Extensions to the Paradigm
Optimizations
Design Considerations
Summary

Chapter 16 – Fuzzy-State Machines (FuSMs)
FuSM Overview
FuSM Skeletal Code
Implementing an FuSM-Controlled Ship into Our Test Bed
Example Implementation
Coding the Control Class
Performance of the AI with This System
Extensions to the Paradigm
Optimizations
Design Considerations
Summary

Chapter 17 – Message-Based Systems
Messaging Overview
Messaging Skeletal Code
Client Handlers
Example Implementation in Our AIsteroids Test Bed
Coding the States
Performance of the AI with This System
Extensions to the Paradigm
Optimizations
Design Considerations
Summary

Chapter 18 – Scripting Systems
Scripting Overview
Example Implementation in Our AIsteroids Test Bed
Performance of the AI with This System
Embedding Lua
Example Implementation in the AIsteroids Test Bed
Performance of the AI with This System
Extensions to the Scripting Paradigm
Optimizations
Design Considerations
Summary

Chapter 19 – Location-Based Information Systems
Location-Based Information Systems Overview
How These Techniques Are Used
Influence Mapping Skeletal Code and Test-Bed Implementation
Pros of Location-Based Information Systems
Cons of Location-Based Information Systems
Extensions to the Paradigm
Optimizations
Design Considerations
Summary





Chapter 20 – Steering Behaviors
Steering Behavior Overview
Steering Skeletal Code
Implementing a Steering-Controlled Ship into Our Test Bed
Performance of the AI with This System
Extensions to the Paradigm
Optimizations
Design Considerations
Summary

Chapter 21 – Combination Systems
The Demo
FSM Changes
Steering Changes
Performance of the AI with This System
Extensions to the Paradigm
Summary

Chapter 22 – Genetic Algorithms
Overview
Basic Genetic Method
Representing the Problem
Implementing a Genetic Algorithm System into the AIsteroids Test Bed
Performance Within the Test Bed
Extensions to the Paradigm
Design Considerations
Summary

Chapter 23 – Neural Networks
Neural Nets in Nature
Artificial Neural Nets Overview
Using a Neural Net
An Aside on Neural Network Activity
Implementing a Neural Net Within the AIsteroids Test Bed
Performance Within the Test Bed
Optimization
Pros of Neural Net-Based Systems
Cons of Neural Net-Based Systems
Extensions to the Paradigm
Design Considerations
Summary

Chapter 24 – Other Techniques of Note
Artificial Life
Planning Algorithms
Production Systems
Decision Trees
Fuzzy Logic
Summary

Chapter 25 – Distributed AI Design
Basic Overview
The Distributed Layers
Summary

Chapter 26 – Common AI Development Concerns
Design Considerations
Entertainment Considerations
Production Concerns
Summary





Chapter 27 – Debugging
General Debugging of AI Systems
Visual Debugging
Widgets
Summary

Chapter 28 – Conclusions, and the Future
Overview
What Game AI Will Be in the Future

Appendix A – About the CD
Contents
System Requirements

Appendix B – References
Chapter 1
Chapter 2
Chapter 22
Chapter 24

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• Today's Popular Posts

  • Common Types of Operational Risk. Internal fraud.External fraud.Legal and liability losses.Noncompliance with regulations.System failures.Inappropriate business practice.
  • ERP Books. SAP MM Questions and Answers | by Kogent Learning Solutions, Inc. | 2010 | ISBN: 9780763781446. SAP Materials Management. Materials Requirement Planning. mySAP ERP Applications. Inventory Management. Procurement and Purchasing Management.
  • Driving and Accelerating Business Growth using Right Brain and Left Brain. Imaginative with your right brain. Intelligent with your left brain. Inspired whole brain thinking.
  • Planning and Scheduling Using Microsoft Office Project 2007, Revised 2009: Including Microsoft Project 2000 to 2003 | by Paul Eastwood Harris | 2009 | ISBN: 9781921059278. Tools and Techniques for Scheduling
  • Ugly's Electrical Desk Reference, Revised 2008 Edition | by George V. Hart | 2010 | ISBN: 9780763773335. Electrical Safety Checklist. Electrical Distribution Systems. Power Factor and Efficiency. Three Phase A.C. Motor Windings and Connections.
  • New Trading Systems and Methods, Fourth Edition | by Perry J. Kaufman | ISBN: 9780471268475. Charting Systems and Techniques. DAY TRADING USING PRICE PATTERNS. ADAPTIVE INTRADAY BREAKOUT SYSTEM. GAMBLING TECHNIQUES — THE THEORY OF RUNS.
  • Game Coding Complete, Third Edition | by Mike McShaffry | 2009 | ISBN: 9781584506805. Game Programming Books. Networked Game Architecture. Smart Game Design Practices. User Interface Programming. Core Game Technologies. Network Programming Primer. Game Programmer Resources.
  • The Principles of Naval Architecture Series: Intact Stability | The Society of Naval Architects and Marine Engineers | 2010. Detailed Estimates of Vessel Weights and Position of Center of Gravity. Merchant Ship Stability Criteria. Ship Stability during Dry Docking.
  • 4 Characteristics of Good Franchise. What Good Franchise Package should look like.
  • Inventory Planning and Control. How Much to Order and When to Order. 4 Approaches to Volume-Timing Inventory decision.
  • Maximize your position in the organic search results.
  • Strategic Human Resource Management: A Guide to Action, Fourth Edition | by Michael Armstrong | ISBN: 9780749453756. Organization Development Strategy. Corporate Social Responsibility Strategy. Employee Engagement Strategy. Human Capital Management Strategy. Learning and Development Strategy
  • Implementing Cisco IP Switched Networks (SWITCH) Foundation Learning Guide: Foundation Learning for SWITCH 642-813 | by Richard Froom, Balaji Sivasubramanian and Erum Frahim2010 | ISBN: 9781587058844. Enterprise Campus Network Design.
  • MANAGEMENT CAPABILITY MATURITY MODEL BEST-PRACTICES
  • Different Types of Risk. Operational Risk. Strategic Business Risk. Reputational Risk.
  • Toyota Culture: The Heart and Soul of the Toyota Way | by Jeffrey K. Liker, Michael Hoseus,The Center for Quality People and Organizations | ISBN: 9780071492171. HR Management Books. The Challenges of Changing Organizational Culture. The Human Systems Model. Workforce Management
  • Oracle Fusion Developer Guide: Building Rich Internet Applications with Oracle ADF Business Components and Oracle ADF Faces | by Frank Nimphius and Lynn Munsinger | 2010 | ISBN: 9780071622547. Oracle Application Development Framework (ADF). Oracle Fusion Web Application Development.
  • Fundamentals of Momentum, Heat, and Mass Transfer, Fourth Edition | by James R. Welty et al. | ISBN: 9780471381495. Radiation Heat Transfer. Turbulence on Momentum Transfer. Convective Heat Transfer. HEAT EXCHANGER ANALYSIS AND DESIGN
  • Electrical Design of Commercial and Industrial Buildings | by John Hauck | 2011 | ISBN: 9780763758288. Electrical Plan Design. Electrical Plan Review Checklist. Designing Electrical Distribution Equipment. How to Interpret Energy Code Design Methods
  • Introduction to Helicopter and Tiltrotor Simulation | by Mark E. Dreier | ISBN: 9781563478734. Flight Simulation of Helicopters and Tiltrotors. Kinematics and Flight Dynamics. Aerodynamics of Propellers. Improvement of the Quasi-Static Rotor Model
  • Fundamentals of Structural Dynamics, Second Edition | by Roy R. Craig, Jr. and Andrew J. Kurdila | ISBN: 9780471430445. Aeronautical Engineering Books. VIBRATION TESTING OF STRUCTURES. STABILITY OF MOTION. STRUCTURAL DAMPING. FREE VIBRATION OF SYSTEMS WITH RIGID-BODY MODES
  • Characteristics of Leading Supply Management Organizations. Supply Chain Management.
  • Understand CHIEF OPERATIONS OFFICER's Key ROLES AND RESPONSIBILITIES
  • Titanium and Titanium Alloys: Fundamentals and Applications | by Christoph Leyens and Manfred Peters (eds) | BUY PDF EBOOKS ONLINE | ISBN: 9783527305346. Orthorhombic Titanium Aluminides. Oxidation and Protection of Titanium Alloys. Continuous Fiber Reinforced Titanium Matrix Composites
  • 8 Sales Forecasting Techniques.Marketing models.Statistical demand analysis.Subjective methods of forecasting.Derived demand.Smoothing.Decomposition analysis.
  • Breaking down barriers to innovation. Destroy the Hierarchical Organizational Structure.
  • The Nalco Water Handbook, Third Edition | by Daniel Flynn | 2009 | ISBN: 9780071548830. Factors Affecting Water Quality. Raw Water Clarification and Filtration. Reverse Osmosis and Nanofiltration. Boiler Feedwater Treatment. Cooling Water Treatment and Control. Biological Waste Treatment. Membrane Filtration in Drinking Water Systems.
  • How to be a good interviewer. Guidelines for Conducting and Analyzing Interviews.
  • 5 Legal Elements of Fraud. How Fraud investigators look for evidence of intent to defraud.
  • How to conduct Job Interview. Interview Structure. Manager's Guide to Successful Interview. How to Prepare Interview.

• This Month's Popular Posts

  • 5 Legal Elements of Fraud. How Fraud investigators look for evidence of intent to defraud.
  • Different Types of Risk. Operational Risk. Strategic Business Risk. Reputational Risk.
  • Understand CHIEF OPERATIONS OFFICER's Key ROLES AND RESPONSIBILITIES
  • Common Types of Operational Risk. Internal fraud.External fraud.Legal and liability losses.Noncompliance with regulations.System failures.Inappropriate business practice.
  • Five Characteristics of Good Training. Improve Workplace Performance with Business Goals Alignment.
  • BUSINESS MODEL OF THE FIRM. Four types of business model change strategies. Nine basic business model building blocks.
  • ERP Books. SAP MM Questions and Answers | by Kogent Learning Solutions, Inc. | 2010 | ISBN: 9780763781446. SAP Materials Management. Materials Requirement Planning. mySAP ERP Applications. Inventory Management. Procurement and Purchasing Management.
  • Strategic Human Resource Management: A Guide to Action, Fourth Edition | by Michael Armstrong | ISBN: 9780749453756. Organization Development Strategy. Corporate Social Responsibility Strategy. Employee Engagement Strategy. Human Capital Management Strategy. Learning and Development Strategy
  • Multiphysics Modeling Using COMSOL: A First Principles Approach | by Roger W. Pryor | 2011 | ISBN: 9780763779993. COMSOL Multiphysics Modelers. Heat Flow Models. Hall Effect Model. 2D Axisymmetric Heat Conduction Modeling. 2D Resistive Heating Modeling. Thin Layer Resistance Modeling. Electrostatic Modeling
  • 8 Sales Forecasting Techniques.Marketing models.Statistical demand analysis.Subjective methods of forecasting.Derived demand.Smoothing.Decomposition analysis.
  • Quality Management Essentials. Key Concepts, Pros and Cons of Total Quality Management (TQM)
  • 20 Key Dimensions of Organizational Climate
  • LTE: The UMTS Long Term Evolution: From Theory to Practice | by Stefania Sesia, Issam Toufik and Matthew Baker (eds) | 2009 | ISBN: 9780470697160. Radio Resource Management. Multiple Antenna Techniques. RS-Aided Channel Modelling and Estimation.
  • Inventory Planning and Control. How Much to Order and When to Order. 4 Approaches to Volume-Timing Inventory decision.
  • The Principles of Naval Architecture Series: Intact Stability | The Society of Naval Architects and Marine Engineers | 2010. Detailed Estimates of Vessel Weights and Position of Center of Gravity. Merchant Ship Stability Criteria. Ship Stability during Dry Docking.
  • New Trading Systems and Methods, Fourth Edition | by Perry J. Kaufman | ISBN: 9780471268475. Charting Systems and Techniques. DAY TRADING USING PRICE PATTERNS. ADAPTIVE INTRADAY BREAKOUT SYSTEM. GAMBLING TECHNIQUES — THE THEORY OF RUNS.
  • Strategic Information Management: Challenges and Strategies in Managing Information Systems, Third Edition | by Robert D. Galliers and Dorothy E. Leidner (eds) | ISBN: 9780750656191. Strategic Information Systems. Information Systems Planning Process. Information Systems–Business Strategy Alignment
  • Wiley CPA Examination Review,: Problems and Solutions 2009-2010, 36th Edition, Volume 2 | by Patrick R. Delaney and O. Ray Whittington | 2009 | ISBN: 9780470453377. Financial Accounting Books. Auditing and Attestation Problems and Solutions
  • SAP ERP Financials and FICO Handbook | by S. N. Padhi | 2010 | ISBN: 9780763780807. Enterprise Resource Planning Books. COST CENTER ACCOUNTING (CO-CCA). G/L ACCOUNTING (FI-G/L). PROFIT CENTER ACCOUNTING (PCA). PRODUCT COSTING (CO-PC). ASSET ACCOUNTING (AA). INTERNAL ORDER (CO-IO)
  • The Nalco Water Handbook, Third Edition | by Daniel Flynn | 2009 | ISBN: 9780071548830. Factors Affecting Water Quality. Raw Water Clarification and Filtration. Reverse Osmosis and Nanofiltration. Boiler Feedwater Treatment. Cooling Water Treatment and Control. Biological Waste Treatment. Membrane Filtration in Drinking Water Systems.
  • Oilfield Processing: Crude Oil, Volume 2 | by Francis S. Manning and Richard Thompson | ISBN: 9780878143542. Field Processing of Crude Oil. Transportation of Crude Oil. Water-in-Crude Oil Emulsions. Dehydration of Crude Oil. Desalting of Crude Oil. Stabilization and Sweetening of Crude Oil
  • Design of Reinforced Concrete, Eighth Edition | by Jack C. McCormac and Russell Brown | 2009 | ISBN: 9780470279274. Civil Engineering Books. STRUCTURAL MATERIALS FOR BUILDINGS AND BRIDGES. STRUCTURAL SAFETY DESIGN. DESIGN OF DOUBLY REINFORCED BEAMS. Continuous Reinforced Concrete Structures
  • Fraud Risk Assessment: Building a Fraud Audit Program | by Leonard W. Vona | ISBN: 9780470129456. Fraud Management Books. Payroll Fraud Schemes. Fraud Risk Control Strategy. Sample Fraud Audit Report. Travel Expense Concealment Strategies. Fraud in Expenditure. Contract Fraud Audit Plan
  • Total Sustainability Management Model for Enterprise. What is Corporate Sustainability.
  • How to be a good interviewer. Guidelines for Conducting and Analyzing Interviews.
  • Beginning Game Programming, Third Edition | by Jonathan S. Harbour | 2010 | ISBN: 9781435454279. Game Programming with Windows and DirectX. Game Programming Toolbox. Learning the Basics of 3D Rendering. Game Development Websites. Game Reviews and Download Sites
  • Secrets of ProShow Experts: The Official Guide to Creating Your Best Slide Shows with ProShow Gold and Producer | by Paul Schmidt | 2011 | ISBN: 9781435454842. ProShow Producer Techniques. Powerful Image Presentation. Animation Tricks. Photography Tips
  • SAP ABAP Handbook | by Kogent Learning Solutions, Inc. | 2010 | ISBN: 9780763781071. SAP Books. ERP System. Architecture of SAP R/3. ABAP Workbench Tools. ABAP Dictionary. ABAP Programming in ABAP Editor. SAPscript and SAP Smart Forms
  • Corporate Finance: A Practical Approach | by Michelle R. Clayman, Martin S. Fridson and Martin S. Fridson | ISBN: 9780470197684. CAPITAL BUDGETING PROCESS. INVESTMENT DECISION CRITERIA. PROJECT ANALYSIS AND EVALUATION. DIVIDEND PAYOUT POLICY. Working Capital Management. Financial Statement Analysis
  • The Financial Management of Hospitals and Healthcare Organizations, Fourth Edition | by Michael Nowicki | ISBN: 9781567932775. Medicare and Medicaid. How to Set Charges in Healthcare. How to Manage Accounts Receivable. Materials and Inventory Management. Financial Analysis and Management Reporting