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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:

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

Enhancing Programming Learning with AI-Generated Contextual Examples in Digital Creativity

M Scott, S Murturi, J Walton-Rivers

Proceedings of the SICSA Workshop on the Pedagogical Impacts of ChatGPT and …, 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

Exploring Minecraft Settlement Generators with Generative Shift Analysis

Jean-Baptiste Hervé, Oliver Withington, Marion Hervé, Laurissa Tokarchuk, Christoph Salge

arXiv preprint arXiv:2309.05371, 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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