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:

Clyde: A deep reinforcement learning doom playing agent

D Ratcliffe, S Devlin, U Kruschwitz, L Citi

Workshops at the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Exploring the relationship between video game expertise and fluid intelligence

AV Kokkinakis, PI Cowling, A Drachen, AR Wade

PloS one 12 (11), e0186621, 2017

Learning to see

M Akten

Memo Akten's Website, 2017

Introducing real world physics and macro-actions to general video game AI

D Perez-Liebana, M Stephenson, RD Gaina, J Renz, SM Lucas

2017 IEEE Conference on Computational Intelligence and Games (CIG), 248-255, 2017

Automated game balancing in Ms PacMan and StarCraft using evolutionary algorithms

M Morosan, R Poli

Applications of Evolutionary Computation: 20th European Conference, EvoApplications 2017, Amsterdam, The Netherlands, April 19-21, 2017, Proceedings, Part I 20, 2017

Analysis of vanilla rolling horizon evolution parameters in general video game playing

RD Gaina, J Liu, SM Lucas, D Perez-Liebana

Applications of Evolutionary Computation: 20th European Conference ', 2017

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