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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

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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

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Game AI, Esports

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

Kinematics reconstruction of static calligraphic traces from curvilinear shape features

D Berio, FF Leymarie, R Plamondon

The Lognormality Principle and its Applications in e-Security, e-Learning and e-Health, pp 237-268, 2021

Adversarial Behaviour Debugging in a Two Button Fighting Game

N John, J Gow

2021 IEEE Conference on Games (CoG), 01-08, 2021

Portfolio search and optimization for general strategy game-playing

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

2021 IEEE Congress on Evolutionary Computation (CEC), 2085-2092, 2021

Automatic Goal Discovery in Subgoal Monte Carlo Tree Search

D Jeurissen, MHM Winands, CF Sironi, D Perez-Liebana

2021 IEEE Conference on Games (CoG), 1-4, 2021

Virtual Creature Morphology‐A Review

G Lai, FF Leymarie, W Latham, T Arita, R Suzuki

Computer Graphics Forum 40 (2), 659-681, 2021

Simultaneous multi-view object recognition and grasping in open-ended domains

H Kasaei, S Luo, R Sasso, M Kasaei

arXiv preprint arXiv:2106.01866, 2021

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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.

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