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:

TAG: Terraforming Mars

RD Gaina, J Goodman, D Perez-Liebana

Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, vol. 17, issue 1, pp 148-155, 2021

Quality Evolvability ES: Evolving Individuals With a Distribution of Well Performing and Diverse Offspring

A Katona, DW Franks, JA Walker

arXiv preprint arXiv:2103.10790, 2021

Automating Generative Deep Learning for Artistic Purposes: Challenges and Opportunities

S Berns, T Broad, C Guckelsberger, S Colton

Proceedings of The 12th International Conference on Computational Creativity (ICCC), 2021

Game state and action abstracting monte carlo tree search for general strategy game-playing

A Dockhorn, J Hurtado-Grueso, D Jeurissen, L Xu, D Perez-Liebana

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

What are you looking at? Team fight prediction through player camera

M Tot, M Conserva, AP Chitayat, A Kokkinakis, S Patra, S Demediuk, ...

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

Utilizing the Untapped Potential of Indirect Encoding for Neural Networks with Meta Learning

A Katona, N Lourenço, P Machado, DW Franks, JA Walker

International Conference on the Applications of Evolutionary Computation …, 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