Artificial intelligence

Agents do not have to be smart as long as they avoid looking stupid.

AI try to make an agent act in a way that provides fun gameplay. Agent is the generic name used to refer anything that a AI controls and it can be a non-player character, a opponent in a strategy game or a angry tank that try to run you down.

• • Knowledge - How does the agent learn about the world and handle what it has learned.

  • Decision-making - The code that evaluates the situation and makes a decision on what to do next.

  • Groups -

  • Graph - Basic graph theory.

  • Pathfinding - How the agent find his way around in the world.

  • Locomotion - How the agent agent move around in the world.

• Director

• Diganostic Tools

Reference:

• • AI Behavior Editing and Debugging in 'Tom Clancy's The Division' - 2016

  • Getting Inquisitive About the AI of 'Dragon Age Inquisition' - 2016

  • Mind Your Step: Avoiding 3 Common Pitfalls in AI Development - 2016

  • Have Fun Storming the Castle! Siege Battle AI in 'Total War: Warhammer' - 2016

  • Outsmarting The Covenant [AI of Halo] - 2015

  • Starcraft 2 Automated Player - 2014

  • Free-Range AI: Creating Compelling Characters for Open World Games - 2014

  • Monte-Carlo Tree Search in TOTAL WAR: ROME II’s Campaign AI - 2014

  • AI Postmortems: Assassin's Creed III, XCOM: Enemy Unknown, and Warframe - 2013

  • A Reactive Mutli-agent Approach to Car Driving using Artificial Potential Fields - 2011

  • The Secrets Of Enemy AI In Uncharted 2 - 2010

  • The AI of BioShock 2: Methods for Innovation and Iteration - 2010

  • Using Potential Fields in a Real-time Strategy Game Scenario - 2009

  • How AI in Games Works - 2009

  • Strategies for Multi-Processor AI, AIGPW3 p65-76 - 2006.

  • GDC 2005 Proceeding: Handling Complexity in the Halo 2 AI - 2005

  • Architecting a Game AI, AIGPW1 p285-289. - 2002.

  • An Efficient AI Architecture using Prioritized Task Categories, AIGPW1 p290-297. - 2002.

  • An Architecture Based on Load Balancing, AIGPW1 p198-304. - 2002.

  • The Quake III Arena Bot - 2001

  • Omicron bot - 1998

  • Conference on Computational Intelligence in Games Papers

    • 2005 , 2007 , 2008

    • 2013 , 2014

Creating Complex AI Behavior in 'Stellaris' Through Data Driven Design - 2017

RVO2 Library

Goal-Oriented Action Planning: Ten Years of AI Programming

Action Lists: Simple, Flexible, Extendable AI

Beyond Killzone: Creating New AI Systems for Horizon Zero Dawn - 2018

The AI of Horizon Zero Dawn

Putting the AI Back Into Air

Out of Sight, Out of Mind: Improving Visualization of AI Info - 2014

Killzone 2 Multiplayer Bots - 2009

Killzone's AI: Dynamic Procedural Tactics - 2005

A Hierarchically-Layered Multiplayer Bot System for a First-Person Shooter - 2007

Automatic Annotations in Killzone 3 and Beyond - 2011

A Star - 2015

https://www.randygaul.net/2015/08/18/a-star/

AI for Testing: The Development of Bots that Play Battlefield V - 2019

https://www.youtube.com/watch?v=s1JOSbUR6KE

Marvel's Spider-Man AI Postmortem

https://www.youtube.com/watch?v=LxWq65CZBU8

A House Built on Sand: Engineering Stable and Reliable AI - 2019

https://www.youtube.com/watch?v=OBusUGlnmWI