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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:

Fork in the Road: Consuming and Producing Video Game Cartographies

FS Nicholls

Return to the Interactive Past, 117-134, 2021

Rinascimento: searching the behaviour space of Splendor

I Bravi, S Lucas

arXiv preprint arXiv:2106.08371, 2021

Human Point Cloud Generation using Deep Learning

R Spick, T Bradley, N Williams, JA Walker

The 18th ACM SIGGRAPH European Conference on Visual Media Production, 2021

Direct Gaze Triggers Higher Frequency of Gaze Change: An Automatic Analysis of Dyads in Unstructured Conversation

GC Dobre, M Gillies, P Falk, JA Ward, AFC Hamilton, X Pan

Proceedings of the 2021 International Conference on Multimodal Interaction …, 2021

Student Perspectives on the Purpose of Peer Evaluation During Group Game Development Projects

A Mitchell, T Greer, W New, J Walton-Rivers, M Watkins, D Brown, ...

UKICER '21: United Kingdom and Ireland Computing Education Research Conference, 2021

The Magician's Choice: Providing illusory choice and sense of agency with the Equivoque forcing technique.

A Pailhes, S Kumari, G Kuhn

Journal of Experimental Psychology: General 150 (7), 1358, 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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