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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:

Shallow decision-making analysis in general video game playing

I Bravi, D Perez-Liebana, SM Lucas, J Liu

2018 IEEE Conference on Computational Intelligence and Games (CIG), 1-8, 2018

Online-Trained Fitness Approximators for Real-World Game Balancing

M Morosan, R Poli

Applications of Evolutionary Computation: 21st International Conference, EvoApplications 2018, Parma, Italy, April 4-6, 2018, Proceedings 21, 2018

Deep Learning for Wave Height Classification in Satellite Images for Offshore Wind Access

RJ Spick, JA Walker

Data Analytics for Renewable Energy Integration. Technologies, Systems and and Society: 6th ECML PKDD Workshop, DARE 2018, Dublin, Ireland, September 10, 2018, Revised Selected Papers 6, 2018

Using a Team of General AI Algorithms to Assist Game Design and Testing

C Guerrero-Romero, SM Lucas, D Perez-Liebana

2018 IEEE Conference on Computational Intelligence and Games (CIG), 1-8, 2018

League of Legends: A Study of Early Game Impact

R Gaina, C Nordmoen

Queen Mary University of London

Lessons from testing an evolutionary automated game balancer in industry

M Morosan, R Poli

2018 IEEE Games, Entertainment, Media Conference (GEM), 263-270, 2018

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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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