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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:

Frontiers of GVGAI Planning

DP Liebana, RD Gaina

General Video Game Artificial Intelligence, 61-78, 2020

Studying General Agents in Video Games from the Perspective of Player Experience

C Guerrero-Romero, S Kumari, D Perez-Liebana, S Deterding

Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, vol. 16, issue 1, pp 217-223, 2020

Echo Suite of Software (Showcase Brochure)

Florian Oliver Block, Marian Ursu, Jonathan David Hook, Ben Kirman, Anders Drachen, Simon Peter Demediuk, Athanasios Kokkinakis, [...], Alan Pedrassoli Chitayat, ...

York, 2020

On the Machine Condition and its Creative Expression.

S Colton, A Pease, C Guckelsberger, J McCormack, MT Llano, M Cook

ICCC, 342-349, 2020

Design and implementation of TAG: a tabletop games framework

RD Gaina, M Balla, A Dockhorn, R Montoliu, D Perez-Liebana

arXiv preprint arXiv:2009.12065, 2020

Rolling Horizon NEAT for General Video Game Playing

D Perez-Liebana, MS Alam, RD Gaina

2020 IEEE Conference on Games (CoG), 375-382, 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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