Challenges in Game AI

Contents

• Bootstrapping the Learning Process for the Semi-automated Design of a Challenging Game AI

  Charles Madeira, Vincent Corruble, Geber Ramalho, and Bohdana Ratitch

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• Organizing Committee

  Dan Fu, Stottler Henke, and Jeff Orkin

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• Call for AI Research in RTS Games

  Michael Buro

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• The Suffering: A Game AI Case Study

  Greg Alt

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• Code Generation for AI Scripting in Computer Role-Playing Games

  Matthew McNaughton, Jonathan Schaeffer, Duane Szafron, Dominique Parker, and James Redford

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• Rules versus Scripts in Games Artificial Intelligence

  Nathan Combs, Jean-Louis Ardoint

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• Character Participation in Social Interaction

  Robert Zubek

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• Light AI

  Magy Seif El-Nasr

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• Mediating the Tension between Plot and Interaction

  Brian Magerko, John E. Laird

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• Search-Based Drama Management

  Ari Lamstein, Michael Mateas

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• Semi-Automated Gameplay Analysis

  Finnegan Southey, Robert C. Holte

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• AI for Dynamic Difficulty Adjustment in Games

  Robin Hunicke, Vernell Chapman

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• Reflection in Action: Model-Based Self-Adaptation in Game Playing Agents

  Patrick Ulam, Ashok Goel, and Joshua Jones

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• Augmenting Wargame AI with Data Mining Technology

  John Rushing, John Tiller, Steve Tanner, and Drew McDowell

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• Utilizing Case-Based Reasoning and Automatic Case Elicitation to Develop a Self-Taught Knowledgeable Agent

  Jay H. Powell, Brandon M. Hauff, and John D. Hastings

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• Contents

  Dan Fu, Stottler Henke, and Jeff Orkin

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• Hierarchical Judgement Composition: Revisiting the Structural Credit Assignment Problem

  Joshua Jones, Ashok Goel

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• Knowledge-Gathering Agents in Adventure Games

  Brian Hlubocky, Eyal Amir

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• Integrated Machine Learning for Behavior Modeling in Video Games

  Ben Geisler

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• Integrating Learning in Interactive Gaming Simulators

  David W. Aha, Matthew Molineaux

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• Efficient and Dynamic Response to Fire

  Christian J. Darken, David J. Morgan, and Gregory Paull

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• Dynamic Path Planning and Terrain Analysis for Games

  Paul Brobst, Ramesh Saran, and Michael van Lent

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• State Estimation for Game AI Using Particle Filters

  Curt Bererton

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• A Tactical and Strategic AI Interface for Real-Time Strategy Games

  Michael van Lent, Paul Carpenter, Ryan McAlinden, and Poey Guan Tan

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• Symbolic Representation of Game World State: Toward Real-Time Planning in Games

  Jeff Orkin

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• Strategic Planning for Unreal Tournament Bots

  Héctor Muñoz-Avila, Todd Fisher

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• Game Over: You Have Been Beaten by a GRUE

  Elizabeth Gordon, Brian Logan

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• Step One: Document the Problem

  Baylor Wetzel

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• Intelligent Interfaces for Digital Games

  Daniel Livingstone, Darryl Charles

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• MDA: A Formal Approach to Game Design and Game Research

  Robin Hunicke, Marc LeBlanc, and Robert Zubek

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