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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:

Social Interactions in Immersive Virtual Environments: People, Agents, and Avatars

GC Dobre

Goldsmiths, University of London, 2023

Towards Mode Balancing of Generative Models via Diversity Weights

S Berns, S Colton, C Guckelsberger

arXiv preprint arXiv:2304.11961, 2023

“That Darned Sandstorm”: A Study of Procedural Generation through Archaeological Storytelling

F Smith Nicholls, M Cook

FDG23: 18th International Conference on the Foundations of Digital Games Lisbon Portugal, Article No 66, p. 1-8, 2023

What Is a Game Jam?

G Lai, F Khosmood

Game Jams-History, Technology, and Organisation, 1-20, 2022

Rinascimento: Playing Splendor-Like Games With Event-Value Functions

I Bravi, S Lucas

IEEE Transactions on Games 15 (1), 16-25, 2022

Top-Rated LABS Abstracts 2021

S Pinkel, M Akten, RG Cepeda, H Choubassi, B Desouky, J Freeman, ...

Leonardo 55 (5), 497-502, 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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