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Game AI

How might we use novel AI techniques including machine learning and decision search to create more effective and engaging game agents and understand human behaviour in games? 


Project areas include:

  • AI agents that play games using Deep Reinforcement Learning and Statistical forward planning

  • AI agents as non-player characters

  • General Video Game AI - AI that can be transferred between video games

  • AI agents for game balancing and Quality Assurance testing

iGGi >>> People <<< relevant to this Theme:

Dr Piers Williams

Dr Piers Williams

iGGi Alum

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Game AI

Ruizhe "Jay" Yu Xia

Ruizhe "Jay" Yu Xia

iGGi PG Researcher

Available for post-PhD position

Game AI, Game Data

Dr Oliver Withington

Dr Oliver Withington

iGGi Alum

Available for post-PhD position

Game AI, Creative Computing, Design & Development

Peter York

Peter York

iGGi Alum

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Game AI, Esports

iGGi >>> Publications <<< relevant to this Theme:

Metagaming and metagames in Esports

A Kokkinakis, P York, M Sagarika Patra, J Robertson, B Kirman, A Coates, A Chitayat, S Demediuk, A Drachen, J Hook, [...] M Ursu, F Oliver Block

International Journal of Esports, 2021

TAG: A tabletop games framework

R Gaina, M Balla, A Dockhorn, R Montoliu Colas

CEUR Workshop Proceedings, 2020

Data-Driven Audience Experiences in Esports

A Kokkinakis, [...] P York, A Pedrassoli Chitayat, [...] B Kirman, J Hook, A Drachen, M Ursu, F Block

IMX '20: Proceedings of the 2020 ACM International Conference on Interactive Media Experiences, June 2020, Pages 94–105

Strategy Games: The Components of A Worthy Opponent

D Gomme, R Bartle

Proceedings of the 15th International Conference on the Foundations of Digital Games, 2020

Metagame Autobalancing for Competitive Multiplayer Games

D Hernandez, CTT Gbadamosi, J Goodman, JA Walker

2020 IEEE Conference on Games (CoG), 275-282, 2020

Tribes: a new turn-based strategy game for AI research

D Perez-Liebana, YJ Hsu, S Emmanouilidis, B Khaleque, R Gaina

Proceedings of the AAAI Conference on Artificial Intelligence and …, 2020

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The EPSRC Centre for Doctoral Training in Intelligent Games and Game Intelligence (iGGi) is a leading PhD research programme aimed at the Games and Creative Industries.

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