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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:

A FAIR catalog of ontology-driven conceptual models

TP Sales, PPF Barcelos, CM Fonseca, IV Souza, E Romanenko, J Kritz ...

Data & Knowledge Engineering, vol 147

PyTAG: Challenges and Opportunities for Reinforcement Learning in Tabletop Games

M Balla, GEM Long, D Jeurissen, J Goodman, RD Gaina, D Perez-Liebana

IEEE Conference on Games

Playing with Dezgo: Adapting Human-AI Interaction to the Context of Play

J Villareale, G Cimolino, D Gomme

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

Considerations and Concerns of Professional Game Composers Regarding Artificially Intelligent Music Technology

K Worrall, T Collins

IEEE Transactions on Games, 2023

On State Representations and Behavioural Modelling Methods in Reinforcement Learning

H Siljebrat

Goldsmiths, University of London, 2023

Beyond Playing to Win: Creating a Team of Agents with Distinct Behaviours for Automated Gameplay

C Guerrero-Romero, S Lucas, D Perez-Liebana

IEEE Transactions on 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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