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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:

ETHER: Aligning Emergent Communication for Hindsight Experience Replay

Kevin Denamganaï, Daniel Hernandez, Ozan Vardal, Sondess Missaoui, James Alfred Walker

arXiv preprint arXiv:2307.15494, 2023

Visual Referential Games Further the Emergence of Disentangled Representations

K Denamganaï, S Missaoui, JA Walker

arXiv preprint arXiv:2304.14511, 2023

Complex computation from developmental priors

DL Barabasi, T Beynon, Á Katona, N Perez-Nieves

Nature Communications 14 (1), 2226, 2023

A case study in AI-assisted board game design

J Goodman, A Wallat, D Perez-Liebana, S Lucas

2023 IEEE Conference on Games (CoG), 1-4, 2023

Why Oatmeal is Cheap: Kolmogorov Complexity and Procedural Generation

Y Rabii, M Cook

Proceedings of the 18th International Conference on the Foundations of Digital Games, 2023

Following the leader in multiplayer tabletop games

J Goodman, D Perez-Liebana, S Lucas

Proceedings of the 18th International Conference on the Foundations of Digital Games, 2023

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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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