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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:

Streaming behaviour: Live streaming as a paradigm for multi-view analysis of emotional and social signals

M Nicolaou, C Ringer

Goldsmiths, University of London, 2018

Expressive curve editing with the sigma lognormal model

D Berio, FF Leymarie, R Plamondon

Eurographics 2018 short papers, 033-036, 2018

Population seeding techniques for rolling horizon evolution in general video game playing

RD Gaina, SM Lucas, D Perez-Liebana

2017 IEEE Congress on Evolutionary Computation (CEC), 1956-1963, 2017

Rolling horizon evolution enhancements in general video game playing

RD Gaina, SM Lucas, D Perez-Liebana

2017 IEEE Conference on Computational Intelligence and Games (CIG), 88-95, 2017

Beyond playing to win: Diversifying heuristics for GVGAI

C Guerrero-Romero, A Louis, D Perez-Liebana

2017 IEEE Conference on Computational Intelligence and Games (CIG), 118-125, 2017

Evaluating and Modelling Hanabi-Playing Agents

J Walton-Rivers, PR Williams, R Bartle, D Perez-Liebana, SM Lucas

IEEE Congress on Evolutionary Computation (CEC), 1382-1389, 2017

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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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