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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:

Balancing wargames through predicting unit point costs

GEM Long, D Perez-Liebana, S Samothrakis

2023 IEEE Conference on Games (CoG), 1-8, 2023

A FAIR catalog of ontology-driven conceptual models

TP Sales, PPF Barcelos, CM Fonseca, IV Souza, E Romanenko, ...

Data & Knowledge Engineering 147, 102210, 2023

Posterior Sampling for Deep Reinforcement Learning

R Sasso, M Conserva, P Rauber

arXiv preprint arXiv:2305.00477, 2023

Collecting complex digital publications: testing an enhanced curation method

F Smith Nicholls

British Library, 2023

Beyond the Meta: Leveraging Game Design Parameters for Patch-Agnostic Esport Analitics

A Pedrassoli Chitayat, F Block, J Walker, A Drachen

AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2023

Peer Evaluation in Group Projects: Insight into Effective Student Critique and Feedback

A Mitchell, T Greer, J Howard, B McDonald, J Walton-Rivers, D Brown, ...

AdvanceHE Assessment and Feedback Symposium, 2023

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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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