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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:

Oliver Withington

Oliver Withington

iGGi PG Researcher

Available for post-PhD position

Game AI, Creative Computing, Design & Development

Ruizhe "Jay" Yu Xia

Ruizhe "Jay" Yu Xia

iGGi PG Researcher

Available for placement

Game AI, Game Data

Dr Yongxin Yang

Dr Yongxin Yang

Supervisor

Game AI, Applied Games, Game Data

Dr Shanxin Yuan

Dr Shanxin Yuan

Supervisor

Creative Computing, Immersive Technology, Applied Games, Game AI, Player Research

Peter York

Peter York

iGGi Alum

Game AI, Esports

iGGi >>> Publications <<< relevant to this Theme:

Multi-Modal Livestream Highlight Detection from Audio, Visual, and Language Data

C Ringer

University of York, 2022

Compressing and Comparing the Generative Spaces of Procedural Content Generators

O Withington, L Tokarchuk

2022 IEEE Conference on Games (CoG), 2022

Investigating the non-disruptive measurement of immersive player experience

MT Aung

University of York, 2022

Immersive Machine Learning for Social Attitude Detection in Virtual Reality Narrative Games

GC Dobre, M Gillies, X Pan

Virtual Reality, 2022

Meta-Referential Games to Learn Compositional Learning Behaviours

K Denamganaï, S Missaoui, JA Walker

arXiv preprint arXiv:2207.08012, 2022

Autohighlight: Highlight Detection in League of Legends Esports Broadcasts via Crowd-Sourced Data

C Ringer, M Nicolaou, JA Walker

Machine Learning with Applications, 2022

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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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