Matthew Guzdial

According to our database, Matthew Guzdial authored at least 81 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Framework for Predicting the Impact of Game Balance Changes Through Meta Discovery.

Akash Saravanan, Matthew Guzdial

IEEE Trans. Games, December, 2024

Procedural Content Generation via Knowledge Transformation (PCG-KT).

Anurag Sarkar, Matthew Guzdial, Sam Snodgrass, Adam Summerville, Tiago Machado, Gillian Smith

IEEE Trans. Games, March, 2024

Stress Detection from Photoplethysmography in a Virtual Reality Environment.

Athar Mahmoudi-Nejad, Pierre Boulanger, Matthew Guzdial

CoRR, 2024

Spiders Based on Anxiety: How Reinforcement Learning Can Deliver Desired User Experience in Virtual Reality Personalized Arachnophobia Treatment.

Athar Mahmoudi-Nejad, Matthew Guzdial, Pierre Boulanger

CoRR, 2024

Human-AI Interaction Generation: A Connective Lens for Generative AI and Procedural Content Generation.

Matthew Guzdial

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

The FarmQuest Player Telemetry Dataset: Playthrough Data of a Cozy Farming Game.

Kristen K. Yu, Matthew Guzdial, Nathan R. Sturtevant

Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2024

Evaluating the Effects of AI Directors for Quest Selection.

Kristen K. Yu, Matthew Guzdial, Nathan R. Sturtevant

Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2024

Mechanic Maker: Accessible Game Development via Symbolic Learning Program Synthesis.

Megan Sumner, Vardan Saini, Matthew Guzdial

Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2024

Label-Free Subjective Player Experience Modelling via Let's Play Videos.

Dave Goel, Athar Mahmoudi-Nejad, Matthew Guzdial

Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2024

2023

Human-AI Collaboration in Real-World Complex Environment with Reinforcement Learning.

Md Saiful Islam, Srijita Das, Sai Krishna Gottipati, William Duguay, Clodéric Mars, Jalal Arabneydi, Antoine Fagette, Matthew Guzdial, Matthew E. Taylor

CoRR, 2023

Transfer learning for Underrepresented Music Generation.

Anahita Doosti, Matthew Guzdial

Proceedings of the 14th International Conference on Computational Creativity, 2023

Re-trainable Procedural Level Generation via Machine Learning (RT-PLGML) as Game Mechanic.

Seth Cooper, Emily Halina, Jichen Zhu, Matthew Guzdial

Proceedings of the 18th International Conference on the Foundations of Digital Games, 2023

Joint Level Generation and Translation Using Gameplay Videos.

Negar Mirgati, Matthew Guzdial

Proceedings of the IEEE Conference on Games, 2023

path2level: Constraint-Based Level Generation from Paths.

Seth Cooper, Matthew Guzdial

Proceedings of the IEEE Conference on Games, 2023

Game Level Blending using a Learned Level Representation.

Venkata Sai Revanth Atmakuri, Seth Cooper, Matthew Guzdial

Proceedings of the IEEE Conference on Games, 2023

Tree-Based Reconstructive Partitioning: A Novel Low-Data Level Generation Approach.

Emily Halina, Matthew Guzdial

Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2023

Reconstructing Existing Levels through Level Inpainting.

Johor Jara Gonzalez, Matthew Guzdial

Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2023

Mechanic Maker 2.0: Reinforcement Learning for Evaluating Generated Rules.

Johor Jara Gonzalez, Seth Cooper, Matthew Guzdial

Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2023

2022

Conceptual Game Expansion.

Matthew Guzdial, Mark O. Riedl

IEEE Trans. Games, 2022

Generating Real-Time Strategy Game Units Using Search-Based Procedural Content Generation and Monte Carlo Tree Search.

Kynan Sorochan, Matthew Guzdial

CoRR, 2022

Improving Deep Localized Level Analysis: How Game Logs Can Help.

Natalie Bombardieri, Matthew Guzdial

CoRR, 2022

Diversity-based Deep Reinforcement Learning Towards Multidimensional Difficulty for Fighting Game AI.

Emily Halina, Matthew Guzdial

CoRR, 2022

Clustering-based Tile Embedding (CTE): A General Representation for Level Design with Skewed Tile Distributions.

Mrunal Jadhav, Matthew Guzdial

CoRR, 2022

Responsibility: An Example-based Explainable AI approach via Training Process Inspection.

Faraz Khadivpour, Arghasree Banerjee, Matthew Guzdial

CoRR, 2022

Pixel VQ-VAEs for Improved Pixel Art Representation.

Akash Saravanan, Matthew Guzdial

CoRR, 2022

Threshold Designer Adaptation: Improved Adaptation for Designers in Co-creative Systems.

Emily Halina, Matthew Guzdial

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

SketchBetween: Video-to-Video Synthesis for Sprite Animation via Sketches.

Dagmar Lukka Loftsdóttir, Matthew Guzdial

Proceedings of the FDG '22: Proceedings of the 17th International Conference on the Foundations of Digital Games, 2022

Creativity Evaluation Method for Procedural Content Generated Game Items via Machine Learning.

Zisen Zhou, Zhongxi Lu, Matthew Guzdial, Fabrício Góes

Proceedings of the 9th International Conference on Dependable Systems and Their Applications, 2022

Adventures of AI Directors Early in the Development of Nightingale.

Kristen K. Yu, Matthew Guzdial, Nathan R. Sturtevant, Morgan Cselinacz, Chris Corfe, Izzy Hubert Lyall, Chris Smith

Proceedings of the Eighteenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2022

FarmQuest: A Demonstration of an AI Director Video Game Test Bed.

Kristen K. Yu, Matthew Guzdial, Nathan R. Sturtevant

Proceedings of the Eighteenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2022

World Models with an Entity-Based Representation.

Nazanin Yousefzadeh Khameneh, Matthew Guzdial

Proceedings of the Eighteenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2022

2021

Tile Embedding: A General Representation for Procedural Level Generation via Machine Learning.

Mrunal Jadhav, Matthew Guzdial

CoRR, 2021

Conceptual Expansion Neural Architecture Search (CENAS).

Mohan Singamsetti, Anmol Mahajan, Matthew Guzdial

Proceedings of the Twelfth International Conference on Computational Creativity, 2021

Toward Co-creative Dungeon Generation via Transfer Learning.

Zisen Zhou, Matthew Guzdial

Proceedings of the FDG'21: The 16th International Conference on the Foundations of Digital Games 2021, 2021

Towards Disambiguating Quests as a Technical Term.

Kristen K. Yu, Nathan R. Sturtevant, Matthew Guzdial

Proceedings of the FDG'21: The 16th International Conference on the Foundations of Digital Games 2021, 2021

Generating Lode Runner Levels by Learning Player Paths with LSTMs.

Kynan Sorochan, Jerry Chen, Yakun Yu, Matthew Guzdial

Proceedings of the FDG'21: The 16th International Conference on the Foundations of Digital Games 2021, 2021

Adversarial Random Forest Classifier for Automated Game Design.

Thomas Maurer, Matthew Guzdial

Proceedings of the FDG'21: The 16th International Conference on the Foundations of Digital Games 2021, 2021

Ensemble Learning For Mega Man Level Generation.

Bowei Li, Ruohan Chen, Yuqing Xue, Ricky Wang, Wenwen Li, Matthew Guzdial

Proceedings of the FDG'21: The 16th International Conference on the Foundations of Digital Games 2021, 2021

TaikoNation: Patterning-focused Chart Generation for Rhythm Action Games.

Emily Halina, Matthew Guzdial

Proceedings of the FDG'21: The 16th International Conference on the Foundations of Digital Games 2021, 2021

The Definition-Context-Purpose Paradigm and Other Insights from Industry Professionals about the Definition of a Quest.

Kristen K. Yu, Matthew Guzdial, Nathan R. Sturtevant

Proceedings of the Seventeenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2021

Explaining Deep Reinforcement Learning Agents in the Atari Domain through a Surrogate Model.

Alexander Sieusahai, Matthew Guzdial

Proceedings of the Seventeenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2021

Arachnophobia Exposure Therapy Using Experience-Driven Procedural Content Generation via Reinforcement Learning (EDPCGRL).

Athar Mahmoudi-Nejad, Matthew Guzdial, Pierre Boulanger

Proceedings of the Seventeenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2021

Tile Embedding: A General Representation for Level Generation.

Mrunal Jadhav, Matthew Guzdial

Proceedings of the Seventeenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2021

A Demonstration of KiaiTime: A Mixed-Initiative PCGML Rhythm Game Editor.

Emily Halina, Matthew Guzdial

Proceedings of the Seventeenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2021

The Impact of Visualizing Design Gradients for Human Designers.

Matthew Guzdial, Nathan R. Sturtevant, Carolyn Yang

Proceedings of the Seventeenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2021

A Tool for Generating Monster Silhouettes with a Word-Conditioned Variational Autoencoder.

Adrián González-Casillas, Matthew Guzdial, Félix Ramos

Proceedings of the Seventeenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2021

2020

Tabletop Roleplaying Games as Procedural Content Generators.

Matthew Guzdial, Devi Acharya, Max Kreminski, Michael Cook, Mirjam Eladhari, Antonios Liapis, Anne Sullivan

Proceedings of the FDG '20: International Conference on the Foundations of Digital Games, 2020

What is a Quest?

Kristen K. Yu, Nathan R. Sturtevant, Matthew Guzdial

Proceedings of the Joint Proceedings of the AIIDE 2020 Workshops co-located with 16th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE 2020), 2020

A Demonstration of Anhinga: A Mixed-Initiative EPCG Tool for Snakebird.

Nathan R. Sturtevant, Nicolas Decroocq, Aaron Tripodi, Carolyn Yang, Matthew Guzdial

Proceedings of the Sixteenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2020

The Unexpected Consequence of Incremental Design Changes.

Nathan R. Sturtevant, Nicolas Decroocq, Aaron Tripodi, Matthew Guzdial

Proceedings of the Sixteenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2020

A Demonstration of Mechanic Maker: An AI for Mechanics Co-Creation.

Vardan Saini, Matthew Guzdial

Proceedings of the Sixteenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2020

Entity Embedding as Game Representation.

Nazanin Yousefzadeh Khameneh, Matthew Guzdial

Proceedings of the Joint Proceedings of the AIIDE 2020 Workshops co-located with 16th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE 2020), 2020

Explainability via Responsibility.

Faraz Khadivpour, Matthew Guzdial

Proceedings of the Joint Proceedings of the AIIDE 2020 Workshops co-located with 16th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE 2020), 2020

Generating Gameplay-Relevant Art Assets with Transfer Learning.

Adrián González-Casillas, Matthew Guzdial, Félix Ramos

Proceedings of the Joint Proceedings of the AIIDE 2020 Workshops co-located with 16th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE 2020), 2020

Image-to-Level: Generation and Repair.

Eugene Chen, Christoph Sydora, Brad Burega, Anmol Mahajan, Abdullah, Matthew Gallivan, Matthew Guzdial

Proceedings of the Sixteenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2020

2019

Combinational Machine Learning Creativity.

Matthew James Guzdial

PhD thesis, 2019

Integrating Automated Play in Level Co-Creation.

Andrew Hoyt, Matthew Guzdial, Yalini Kumar, Gillian Smith, Mark O. Riedl

CoRR, 2019

Automated Let's Play Commentary.

Shukan Shah, Matthew Guzdial, Mark O. Riedl

CoRR, 2019

Making CNNs for Video Parsing Accessible.

Zijin Luo, Matthew Guzdial, Mark O. Riedl

CoRR, 2019

An Interaction Framework for Studying Co-Creative AI.

Matthew Guzdial, Mark O. Riedl

CoRR, 2019

Combinets: Creativity via Recombination of Neural Networks.

Matthew Guzdial, Mark O. Riedl

Proceedings of the Tenth International Conference on Computational Creativity, 2019

Making CNNs for video parsing accessible: event extraction from <i>DOTA2</i> gameplay video using transfer, zero-shot, and network pruning.

Zijin Luo, Matthew Guzdial, Mark O. Riedl

Proceedings of the 14th International Conference on the Foundations of Digital Games, 2019

Friend, Collaborator, Student, Manager: How Design of an AI-Driven Game Level Editor Affects Creators.

Matthew Guzdial, Nicholas Liao, Jonathan Chen, Shao-Yu Chen, Shukan Shah, Vishwa Shah, Joshua Reno, Gillian Smith, Mark O. Riedl

Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2018

Procedural Content Generation via Machine Learning (PCGML).

Adam Summerville, Sam Snodgrass, Matthew Guzdial, Christoffer Holmgård, Amy K. Hoover, Aaron Isaksen, Andy Nealen, Julian Togelius

IEEE Trans. Games, 2018

Combinets: Learning New Classifiers via Recombination.

Matthew Guzdial, Mark O. Riedl

CoRR, 2018

Creative Invention Benchmark.

Vishwa Shah, Nicholas Liao, Matthew Guzdial, Mark O. Riedl

Proceedings of the Ninth International Conference on Computational Creativity, 2018

Player Experience Extraction from Gameplay Video.

Zijin Luo, Matthew Guzdial, Nicholas Liao, Mark O. Riedl

Proceedings of the Fourteenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2018

Towards Automated Let's Play Commentary.

Matthew Guzdial, Shukan Shah, Mark O. Riedl

Proceedings of the Joint Proceedings of the AIIDE 2018 Workshops co-located with 14th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE 2018), 2018

Explainable PCGML via Game Design Patterns.

Matthew Guzdial, Joshua Reno, Jonathan Chen, Gillian Smith, Mark O. Riedl

Proceedings of the Joint Proceedings of the AIIDE 2018 Workshops co-located with 14th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE 2018), 2018

Automated Game Design via Conceptual Expansion.

Matthew Guzdial, Mark O. Riedl

Proceedings of the Fourteenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2018

Co-Creative Level Design via Machine Learning.

Matthew Guzdial, Nicholas Liao, Mark O. Riedl

Proceedings of the Joint Proceedings of the AIIDE 2018 Workshops co-located with 14th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE 2018), 2018

Combinatorial Creativity for Procedural Content Generation via Machine Learning.

Matthew Guzdial, Mark O. Riedl

Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Game Engine Learning from Video.

Matthew Guzdial, Boyang Li, Mark O. Riedl

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Evaluating singleplayer and multiplayer in human computation games.

Kristin Siu, Matthew Guzdial, Mark O. Riedl

Proceedings of the International Conference on the Foundations of Digital Games, 2017

Deep convolutional player modeling on log and level data.

Nicholas Liao, Matthew Guzdial, Mark O. Riedl

Proceedings of the International Conference on the Foundations of Digital Games, 2017

A General Level Design Editor for Co-Creative Level Design.

Matthew Guzdial, Jonathan Chen, Shao-Yu Chen, Mark O. Riedl

Proceedings of the Workshops of the Thirteenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2017

2016

Toward Game Level Generation from Gameplay Videos.

Matthew Guzdial, Mark O. Riedl

CoRR, 2016

Learning to Blend Computer Game Levels.

Matthew Guzdial, Mark O. Riedl

Proceedings of the Seventh International Conference on Computational Creativity, 2016

Playable Experiences at AIIDE 2016.

Alexander E. Zook, Michael Cook, Eric Butler, Kristin Siu, Matthew Guzdial, Mark O. Riedl, James Owen Ryan, Ben Samuel, Adam Summerville, Michael Mateas, Noah Wardrip-Fruin

Proceedings of the Twelfth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2016

Game Level Generation from Gameplay Videos.

Matthew Guzdial, Mark O. Riedl

Proceedings of the Twelfth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2016

2015

Crowdsourcing Open Interactive Narrative.

Matthew Guzdial, Brent Harrison, Boyang Li, Mark O. Riedl

Proceedings of the 10th International Conference on the Foundations of Digital Games, 2015