top of page

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

​

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

​

Game AI, Esports

iGGi >>> Publications <<< relevant to this Theme:

Meta-Referential Games to Learn Compositional Learning Behaviours

K Denamganaï, S Missaoui, JA Walker

arXiv preprint arXiv:2207.08012, 2022

Autohighlight: Highlight Detection in League of Legends Esports Broadcasts via Crowd-Sourced Data

C Ringer, M Nicolaou, JA Walker

Machine Learning with Applications, 2022

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

Previous
Next
  • Bluesky_Logo wt
  • LinkedIn
  • YouTube
  • mastodon icon white

Copyright © 2023 iGGi

​

Privacy Policy

​

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.

bottom of page