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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:

The Ethics of Creative AI

C Flick, K Worrall

The Language of Creative AI, 73-91, 2022

Nice is Different than Good: Longitudinal Communicative Effects of Realistic and Cartoon Avatars in Real Mixed Reality Work Meetings

GC Dobre, M Wilczkowiak, M Gillies, X Pan, S Rintel

CHI Conference on Human Factors in Computing Systems Extended Abstracts, 1-7, 2022

Recurrent Neural-Linear Posterior Sampling for Nonstationary Contextual Bandits

A Ramesh, P Rauber, M Conserva, J Schmidhuber

Neural Computation 34 (11), 2232-2272, 2022

Communication Sequences Indicate Team Cohesion: A Mixed-Methods Study of Ad Hoc League of Legends Teams

ETS Tan, K Rogers, LE Nacke, A Drachen, A Wade

Proceedings of the ACM on Human-Computer Interaction 6 (CHI PLAY), 1-27, 2022

Hardness in Markov Decision Processes: Theory and Practice

M Conserva, P Rauber

Advances in Neural Information Processing Systems 35, 2022

Evaluating the Effects on Monte Carlo Tree Search of Predicting Co-operative Agent Behaviour

J Walton-Rivers

University of Essex, 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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