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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:

Revealing game dynamics via word embeddings of gameplay data

Y Rabii, M Cook

Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, vol. 17, issue 1, pp 187-194, 2021

Two decades of game jams

G Lai, A Kultima, F Khosmood, J Pirker, A Fowler, I Vecchi, W Latham, ...

Sixth Annual International Conference on Game Jams, Hackathons, and Game …, 2021

TAG: Terraforming Mars

RD Gaina, J Goodman, D Perez-Liebana

Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, vol. 17, issue 1, pp 148-155, 2021

Quality Evolvability ES: Evolving Individuals With a Distribution of Well Performing and Diverse Offspring

A Katona, DW Franks, JA Walker

arXiv preprint arXiv:2103.10790, 2021

Automating Generative Deep Learning for Artistic Purposes: Challenges and Opportunities

S Berns, T Broad, C Guckelsberger, S Colton

Proceedings of The 12th International Conference on Computational Creativity (ICCC), 2021

Game state and action abstracting monte carlo tree search for general strategy game-playing

A Dockhorn, J Hurtado-Grueso, D Jeurissen, L Xu, D Perez-Liebana

2021 IEEE Conference on Games (CoG), 1-8, 2021

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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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