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Research Project Topic Proposal
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TopicProposal.md

Knowledge-based Authentic AI for an Open-World Game

Date

Thursday, May 22nd (Week 8)

Abstract

Knowledge representation is a fine candidate for implementing a complex and authentic artificial intelligence system for a game, yet many current game systems avoid knowledge-based systems in favor of more traditional artificial intelligence systems and hacks. We explore the flaws of many simple AI systems and discuss the implementation of a knowledge-based authentic AI system for an open-world sandbox game.

Outline

  1. Introduction
    1. Overview
  2. Background 2. Theory 2. Halo
  3. Existing Systems 3. World 3. Game
  4. Problems with Traditional AI Systems 4. Uncanny Knowledge 4. Oblivious Bystander 4. Canonical View
  5. Solutions 5. Bigger-Picture Model
  6. Knowledge Representation 6. Facts 6. Belief 6. Personality 6. Emotion
  7. Interaction Representation 7. Language
  8. Conclusions

References

GDC 2005 Proceeding: Handling Complexity in the Halo 2 AI

  • Damian Isla
  • GDC 2005
  • 03.11.2005

Decision Making And Knowledge Representation in Halo 3

Building a Better Battle: HALO 3 AI Objectives

Halo AI: Agent Reasoning and Knowledge Representation

  • Presentation
  • Ryan Schmitt
  • Date unknown
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