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:

What's in a name? Ages and names predict the valence of social interactions in a massive online game

AV Kokkinakis, J Lin, D Pavlas, AR Wade

Computers in Human behavior 55, 605-613, 2016

Realtime control of sequence generation with character based Long Short Term Memory Recurrent Neural Networks

M Akten

Memory 9 (8), 1735-1780, 0

Controlling co-incidental non-player characters

J Walton-Rivers

Unknown publication venue

UCL+ Sheffield at SemEval-2016 Task 8: Imitation learning for AMR parsing with an alpha-bound

J Goodman, A Vlachos, J Naradowsky

Proceedings of the 10th International Workshop on Semantic Evaluation …, 2016

Real-time interactive sequence generation and control with Recurrent Neural Network ensembles

M Akten, M Grierson

arXiv preprint arXiv:1612.04687, 2016

Cooperative games with partial observability

PR Williams, D Perez-Liebana, SM Lucas

Technical Report. Technical Report. IGGI, 2016

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