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:

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:

Task Relabelling for Multi-task Transfer using Successor Features

M Balla, D Perez-Liebana

2022 IEEE Conference on Games (CoG), 353-360, 2022

Visualizing Multiplayer Game Spaces

J Goodman, D Perez-Liebana, S Lucas

IEEE Transactions on Games 14 (4), 663-675, 2021

Generating Diverse and Competitive Play-Styles for Strategy Games

D Perez-Liebana, C Guerrero-Romero, A Dockhorn, L Xu, J Hurtado, Dominik Jeurissen

2021 IEEE Conference on Games (CoG), 1-8, 2021

Illuminating Game Space Using MAP-Elites for Assisting Video Game Design

M Balla, A Barahona-Rıos, A Katona, NP Pérez, R Spick

11th AISB Symposium on AI & Games (AI&G), 1-6, 2021

Revealing game dynamics via word embeddings of gameplay data

Y Rabii, M Cook

Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, vol. 17, issue 1, pp 187-194, 2021

Two decades of game jams

G Lai, A Kultima, F Khosmood, J Pirker, A Fowler, I Vecchi, W Latham, ...

Sixth Annual International Conference on Game Jams, Hackathons, and Game …, 2021

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