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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:

How To Save A World: The Go-Along Interview as Game Preservation Methodology in Wurm Online

F Smith Nicholls, M Cook

FDG24: 19th International Conference on the Foundations of Digital Games Worcester MA USA, Article No 27, p. 1-16, 2024

Measuring Randomness in Tabletop Games

J Goodman, D Perez-Liebana, S Lucas

2024 IEEE Conference on Games (CoG), 1-8, 2024

User-centred collecting for emerging formats

F Smith Nicholls, GC Rossi, I Cooke, L Clark, T Pyke

User-centred collecting for emerging formats. New Review of Hypermedia and Multimedia, 30(1–2), p. 114–128.

Final Fantasy VII Remake Music Redesign for Evolved Expectations Across Console Generations

K Worrall

Journal of Sound and Music in Games 5 (4), 34-57, 2024

"Journeys in the Dark"-Towards Game Master AI in Complex Board Games

T Best, S Lucas, R Gaina

Proceedings of the AAAI Conference on Artificial Intelligence and Digital Entertainment, 2024

PyTAG: Tabletop Games for Multi-Agent Reinforcement Learning

M Balla, GEM Long, J Goodman, RD Gaina, D Perez-Liebana

IEEE Transactions on Games, 2024

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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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