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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:

Measuring the experience of playing self-paced games

J Cutting

University of York, 2018

General win prediction from agent experience

RD Gaina, SM Lucas, D Perez-Liebana

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

Genetic optimisation of BCI systems for identifying games related cognitive states

A Iacob, M Morosan, F Sepulveda, R Poli

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Utilising VIPER for Parameter Space Exploration in Agent Based Wealth Distribution Models

OJ Scholten, RJ Spick, KA Hawick

The Digital Centre, University of Hull

Self-adaptive MCTS for General Video Game Playing

CF Sironi, J Liu, D Perez-Liebana, RD Gaina, I Bravi, SM Lucas, ...

International Conference on the Applications of Evolutionary Computation, 2018

VERTIGØ: visualisation of rolling horizon evolutionary algorithms in GVGAI

R Gaina, S Lucas, D Perez-Liebana

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