Georgios N. Yannakakis

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 164

Top Venues

University of Edinburgh, UK (PHD)

Education History

University of Edinburgh, UK

PHD

Publications

Yongduan Song, Dongrui Wu, Carlos A. Coello Coello, Georgios N. Yannakakis, Huajin Tang, Yiu-ming Cheung
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 19 (1) (2024)
Chintan Trivedi, Nemanja Rasajski, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
Simulator-Free Visual Domain Randomization via Video Games. CoRR (2024)
Debosmita Bhaumik, Julian Togelius, Georgios N. Yannakakis, Ahmed Khalifa
Lode Enhancer: Level Co-creation Through Scaling. CoRR (2023)
Georgios N. Yannakakis, David Melhart
Affective Game Computing: A Survey. Proc. IEEE 111 (10) (2023)
Konstantinos Makantasis, Kosmas Pinitas, Antonios Liapis, Georgios N. Yannakakis
From the Lab to the Wild: Affect Modeling via Privileged Information. CoRR (2023)
Theodoros Galanos, Antonios Liapis, Georgios N. Yannakakis
Architext: Language-Driven Generative Architecture Design. CoRR (2023)
Matthew Barthet, Chintan Trivedi, Kosmas Pinitas, Emmanouil Xylakis, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
Knowing Your Annotator: Rapidly Testing the Reliability of Affect Annotation. CoRR (2023)
Konstantinos Sfikas, Antonios Liapis, Georgios N. Yannakakis
Controllable Exploration of a Design Space via Interactive Quality Diversity. GECCO Companion (2023)
Paris Mavromoustakos Blom, Dávid Melhárt, Antonios Liapis, Georgios N. Yannakakis, Sander Bakkes, Pieter Spronck
Multiplayer Tension In the Wild: A Hearthstone Case. FDG (2023)
Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
The Pixels and Sounds of Emotion: General-Purpose Representations of Arousal in Games. IEEE Trans. Affect. Comput. 14 (1) (2023)
David Melhart, Julian Togelius, Benedikte Mikkelsen, Christoffer Holmgård, Georgios N. Yannakakis
The Ethics of AI in Games. CoRR (2023)
Chintan Trivedi, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
Towards General Game Representations: Decomposing Games Pixels into Content and Style. CoRR (2023)
Konstantinos Sfikas, Antonios Liapis, Georgios N. Yannakakis
Controllable Exploration of a Design Space via Interactive Quality Diversity. CoRR (2023)
Johannes Pfau, Antonios Liapis, Georgios N. Yannakakis, Rainer Malaka
Dungeons & Replicants II: Automated Game Balancing Across Multiple Difficulty Dimensions via Deep Player Behavior Modeling. IEEE Trans. Games 15 (2) (2023)
Yongduan Song, Dongrui Wu, Carlos A. Coello Coello, Georgios N. Yannakakis, Huajin Tang, Yiu-Ming Cheung, Hussein A. Abbass
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 18 (4) (2023)
Georgios N. Yannakakis, David Melhart
Affective Game Computing: A Survey. CoRR (2023)
Yongduan Song, Dongrui Wu, Carlos A. Coello Coello, Georgios N. Yannakakis, Huajin Tang, Yiu-Ming Cheung, Hussein A. Abbass
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 18 (2) (2023)
Debosmita Bhaumik, Julian Togelius, Georgios N. Yannakakis, Ahmed Khalifa
Lode Enhancer: Level Co-creation Through Scaling. FDG (2023)
Matthew Barthet, Antonios Liapis, Georgios N. Yannakakis
Open-Ended Evolution for Minecraft Building Generation. IEEE Trans. Games 15 (4) (2023)
Julian Togelius, Georgios N. Yannakakis
Choose Your Weapon: Survival Strategies for Depressed AI Academics. CoRR (2023)
Yongduan Song, Dongrui Wu, Carlos A. Coello Coello, Georgios N. Yannakakis, Huajin Tang, Yiu-ming Cheung, Hussein A. Abbass
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 18 (1) (2023)
Matthew Barthet, Chintan Trivedi, Kosmas Pinitas, Emmanouil Xylakis, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
Knowing Your Annotator: Rapidly Testing the Reliability of Affect Annotation. ACIIW (2023)
Kosmas Pinitas, David Renaudie, Mike Thomsen, Matthew Barthet, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
Predicting Player Engagement in Tom Clancy's The Division 2: A Multimodal Approach via Pixels and Gamepad Actions. ICMI (2023)
Yongduan Song, Dongrui Wu, Carlos A. Coello Coello, Georgios N. Yannakakis, Huajin Tang, Yiu-Ming Cheung, Hussein A. Abbass
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 18 (3) (2023)
Kosmas Pinitas, David Renaudie, Mike Thomsen, Matthew Barthet, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
Predicting Player Engagement in Tom Clancy's The Division 2: A Multimodal Approach via Pixels and Gamepad Actions. CoRR (2023)
Yongduan Song, Jon Garibaldi, Carlos A. Coello Coello, Georgios N. Yannakakis, Huajin Tang, Yew Soon Ong, Hussein A. Abbass
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 17 (3) (2022)
David Melhart, Antonios Liapis, Georgios N. Yannakakis
The Arousal Video Game AnnotatIoN (AGAIN) Dataset. IEEE Trans. Affect. Comput. 13 (4) (2022)
Konstantinos Makantasis, Kosmas Pinitas, Antonios Liapis, Georgios N. Yannakakis
The Invariant Ground Truth of Affect. CoRR (2022)
Chintan Trivedi, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
Game State Learning via Game Scene Augmentation. CoRR (2022)
Chintan Trivedi, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
Learning Task-Independent Game State Representations from Unlabeled Images. CoRR (2022)
Georgios N. Yannakakis
Editorial Leveling Up! IEEE Trans. Games 14 (1) (2022)
Ziqi Wang, Jialin Liu, Georgios N. Yannakakis
The Fun Facets of Mario: Multifaceted Experience-Driven PCG via Reinforcement Learning. FDG (2022)
Chintan Trivedi, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
Revisiting lp-constrained Softmax Loss: A Comprehensive Study. CoRR (2022)
Kosmas Pinitas, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
Supervised Contrastive Learning for Affect Modelling. ICMI (2022)
Konstantinos Makantasis, Kosmas Pinitas, Antonios Liapis, Georgios N. Yannakakis
The Invariant Ground Truth of Affect. ACIIW (2022)
Chintan Trivedi, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
Game State Learning via Game Scene Augmentation. FDG (2022)
Yongduan Song, Jon Garibaldi, Carlos A. Coello Coello, Georgios N. Yannakakis, Yew Soon Ong
CIS Publication Spotlight. IEEE Comput. Intell. Mag. 17 (4) (2022)
Marvin Zammit, Antonios Liapis, Georgios N. Yannakakis
Seeding Diversity into AI Art. CoRR (2022)
Matthew Barthet, Ahmed Khalifa, Antonios Liapis, Georgios N. Yannakakis
Generative Personas That Behave and Experience Like Humans. CoRR (2022)
Kosmas Pinitas, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
RankNEAT: Outperforming Stochastic Gradient Search in Preference Learning Tasks. CoRR (2022)
Yongduan Song, Jon Garibaldi, Carlos A. Coello Coello, Georgios N. Yannakakis, Huajin Tang, Yew Soon Ong, Hussein A. Abbass
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 17 (2) (2022)
Konstantinos Sfikas, Antonios Liapis, Georgios N. Yannakakis
A General-Purpose Expressive Algorithm for Room-Based Environments. FDG (2022)
Marvin Zammit, Antonios Liapis, Georgios N. Yannakakis
Seeding Diversity into AI Art. ICCC (2022)
Kosmas Pinitas, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
Supervised Contrastive Learning for Affect Modelling. CoRR (2022)
Matthew Barthet, Ahmed Khalifa, Antonios Liapis, Georgios N. Yannakakis
Play with Emotion: Affect-Driven Reinforcement Learning. CoRR (2022)
Yongduan Song, Jon Garibaldi, Carlos A. Coello Coello, Georgios N. Yannakakis, Huajin Tang, Yew Soon Ong, Hussein A. Abbass
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 17 (1) (2022)
Chintan Trivedi, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
Learning Task-Independent Game State Representations from Unlabeled Images. CoG (2022)
Matthew Barthet, Ahmed Khalifa, Antonios Liapis, Georgios N. Yannakakis
Play with Emotion: Affect-Driven Reinforcement Learning. ACII (2022)
Matthew Barthet, Ahmed Khalifa, Antonios Liapis, Georgios N. Yannakakis
Generative Personas That Behave and Experience Like Humans. FDG (2022)
Yoones A. Sekhavat, Samad Roohi, Hesam Sakian Mohammadi, Georgios N. Yannakakis
Play With One's Feelings: A Study on Emotion Awareness for Player Experience. IEEE Trans. Games 14 (1) (2022)
Georgios N. Yannakakis
AI and Games: The Virtuous Cycle. SETN (2022)
Matthew Barthet, Antonios Liapis, Georgios N. Yannakakis
Open-Ended Evolution for Minecraft Building Generation. CoRR (2022)
Kosmas Pinitas, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
RankNEAT: outperforming stochastic gradient search in preference learning tasks. GECCO (2022)
Daniel Karavolos, Antonios Liapis, Georgios N. Yannakakis
A Multifaceted Surrogate Model for Search-Based Procedural Content Generation. IEEE Trans. Games 13 (1) (2021)
David Melhart, Antonios Liapis, Georgios N. Yannakakis
Towards General Models of Player Experience: A Study Within Genres. CoRR (2021)
Ziqi Wang, Jialin Liu, Georgios N. Yannakakis
Keiki: Towards Realistic Danmaku Generation via Sequential GANs. CoG (2021)
Konstantinos Sfikas, Antonios Liapis, Georgios N. Yannakakis
Monte Carlo Elites: Quality-Diversity Selection as a Multi-Armed Bandit Problem. CoRR (2021)
Daniel Karavolos, Antonios Liapis, Georgios N. Yannakakis
Pairing Character Classes in a Deathmatch Shooter Game via a Deep-Learning Surrogate Model. CoRR (2021)
Chintan Trivedi, Antonios Liapis, Georgios N. Yannakakis
Contrastive Learning of Generalized Game Representations. CoG (2021)
Emmanouil Xylakis, Antonios Liapis, Georgios N. Yannakakis
Architectural Form and Affect: A Spatiotemporal Study of Arousal. ACII (2021)
Matthew Barthet, Antonios Liapis, Georgios N. Yannakakis
Go-Blend Behavior and Affect. ACII (Workshops and Demos) (2021)
Jialin Liu, Sam Snodgrass, Ahmed Khalifa, Sebastian Risi, Georgios N. Yannakakis, Julian Togelius
Deep learning for procedural content generation. Neural Comput. Appl. 33 (1) (2021)
Emmanouil Xylakis, Antonios Liapis, Georgios N. Yannakakis
Architectural Form and Affect: A Spatiotemporal Study of Arousal. CoRR (2021)
Iro Voulgari, Marvin Zammit, Elias Stouraitis, Antonios Liapis, Georgios N. Yannakakis
Learn to Machine Learn: Designing a Game Based Approach for Teaching Machine Learning to Primary and Secondary Education Students. IDC (2021)
Matthew Barthet, Antonios Liapis, Georgios N. Yannakakis
Go-Blend behavior and affect. CoRR (2021)
Theodoros Galanos, Antonios Liapis, Georgios N. Yannakakis
AffectGAN: Affect-Based Generative Art Driven by Semantics. ACII (Workshops and Demos) (2021)
David Melhart, Antonios Liapis, Georgios N. Yannakakis
Towards General Models of Player Experience: A Study Within Genres. CoG (2021)
Konstantinos Makantasis, David Melhart, Antonios Liapis, Georgios N. Yannakakis
Privileged Information for Modeling Affect In The Wild. CoRR (2021)
Georgios N. Yannakakis, Roddy Cowie, Carlos Busso
The Ordinal Nature of Emotions: An Emerging Approach. IEEE Trans. Affect. Comput. 12 (1) (2021)
Theodoros Galanos, Antonios Liapis, Georgios N. Yannakakis, Reinhard Koenig
ARCH-Elites: quality-diversity for urban design. GECCO Companion (2021)
Filareti Tsalakanidou, Symeon Papadopoulos, Vasileios Mezaris, Ioannis Kompatsiaris, Birgit Gray, Danae Tsabouraki, Maritini Kalogerini, Fulvio Negro, Maurizio Montagnuolo, Jesse de Vos, Philo van Kemenade, Daniele Gravina, Rémi Mignot, Alexey Ozerov, François Schnitzler, Artur Garcia-Sáez, Georgios N. Yannakakis, Antonios Liapis, Georgi Kostadinov
The AI4Media Project: Use of Next-Generation Artificial Intelligence Technologies for Media Sector Applications. AIAI (2021)
Alessandro Canossa, Dmitry Salimov, Ahmad Azadvar, Casper Harteveld, Georgios N. Yannakakis
For Honor, for Toxicity: Detecting Toxic Behavior through Gameplay. Proc. ACM Hum. Comput. Interact. 5 (CHI) (2021)
Cristiana Pacheco, David Melhart, Antonios Liapis, Georgios N. Yannakakis, Diego Perez Liebana
Discrete versus Ordinal Time-Continuous Believability Assessment. ACII (Workshops and Demos) (2021)
Antonios Liapis, Hector Pérez Martinez, Julian Togelius, Georgios N. Yannakakis
Transforming Exploratory Creativity with DeLeNoX. CoRR (2021)
Chintan Trivedi, Antonios Liapis, Georgios N. Yannakakis
Contrastive Learning of Generalized Game Representations. CoRR (2021)
Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
The Pixels and Sounds of Emotion: General-Purpose Representations of Arousal in Games. CoRR (2021)
Konstantinos Makantasis, David Melhart, Antonios Liapis, Georgios N. Yannakakis
Privileged Information for Modeling Affect In The Wild. ACII (2021)
Cristiana Pacheco, David Melhart, Antonios Liapis, Georgios N. Yannakakis, Diego Perez Liebana
Trace It Like You Believe It: Time-Continuous Believability Prediction. ACII (2021)
Konstantinos Sfikas, Antonios Liapis, Georgios N. Yannakakis
Monte Carlo elites: quality-diversity selection as a multi-armed bandit problem. GECCO (2021)
Tianye Shu, Jialin Liu, Georgios N. Yannakakis
Experience-Driven PCG via Reinforcement Learning: A Super Mario Bros Study. CoG (2021)
Theodoros Galanos, Antonios Liapis, Georgios N. Yannakakis, Reinhard Koenig
ARCH-Elites: Quality-Diversity for Urban Design. CoRR (2021)
Tianye Shu, Jialin Liu, Georgios N. Yannakakis
Experience-Driven PCG via Reinforcement Learning: A Super Mario Bros Study. CoRR (2021)
Theodoros Galanos, Antonios Liapis, Georgios N. Yannakakis
AffectGAN: Affect-Based Generative Art Driven by Semantics. CoRR (2021)
Ziqi Wang, Jialin Liu, Georgios N. Yannakakis
Keiki: Towards Realistic Danmaku Generation via Sequential GANs. CoRR (2021)
David Melhart, Antonios Liapis, Georgios N. Yannakakis
The Affect Game AnnotatIoN (AGAIN) Dataset. CoRR (2021)
Yoones A. Sekhavat, Samad Roohi, Hesam Sakian Mohammadi, Georgios N. Yannakakis
Play with One's Feelings: A Study on Emotion Awareness for Player Experience. CoRR (2020)
David Melhart, Georgios N. Yannakakis, Antonios Liapis
I Feel I Feel You: A Theory of Mind Experiment in Games. CoRR (2020)
David Melhart, Georgios N. Yannakakis, Antonios Liapis
I Feel I Feel You: A Theory of Mind Experiment in Games. Künstliche Intell. 34 (1) (2020)
David Melhart, Daniele Gravina, Georgios N. Yannakakis
Moment-to-moment Engagement Prediction through the Eyes of the Observer: PUBG Streaming on Twitch. CoRR (2020)
Jean Michel A. Sarr, Georgios N. Yannakakis, Antonios Liapis, Alassane Bah, Christophe Cambier
Djehuty: A Mixed-Initiative Handwriting Game for Preschoolers. FDG (2020)
Jialin Liu, Sam Snodgrass, Ahmed Khalifa, Sebastian Risi, Georgios N. Yannakakis, Julian Togelius
Deep Learning for Procedural Content Generation. CoRR (2020)
Johannes Pfau, Antonios Liapis, Georg Volkmar, Georgios N. Yannakakis, Rainer Malaka
Dungeons & Replicants: Automated Game Balancing via Deep Player Behavior Modeling. CoG (2020)
Julian Togelius, Sebastian Risi, Georgios N. Yannakakis
Evolutionary computation and games. GECCO Companion (2020)
Antonios Liapis, Georgios N. Yannakakis, Manuel Gentile, Manuel Ninaus
Introduction to the GaLA Conf 2019 Special Issue. Int. J. Serious Games 7 (3) (2020)
David Melhart, Daniele Gravina, Georgios N. Yannakakis
Moment-to-moment Engagement Prediction through the Eyes of the Observer: PUBG Streaming on Twitch. FDG (2020)
Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
From Pixels to Affect: A Study on Games and Player Experience. ACII (2019)
Antonios Liapis, Georgios N. Yannakakis, Michael Cook, Simon Colton
Guest Editorial Special Issue on AI-Based and AI-Assisted Game Design. IEEE Trans. Games 11 (1) (2019)
Björn W. Schuller, Lucas Paletta, Peter Robinson, Nicolas Sabouret, Georgios N. Yannakakis
Guest Editorial Intelligence in Serious Games. IEEE Trans. Games 11 (4) (2019)
Phil Lopes, Antonios Liapis, Georgios N. Yannakakis
Modelling Affect for Horror Soundscapes. IEEE Trans. Affect. Comput. 10 (2) (2019)
Antonios Liapis, Daniel Karavolos, Konstantinos Makantasis, Konstantinos Sfikas, Georgios N. Yannakakis
Fusing Level and Ruleset Features for Multimodal Learning of Gameplay Outcomes. CoG (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Georgios N. Yannakakis