Matthew Guzdial

ORCID

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 102

Top Venues

Publications

Anurag Sarkar, Matthew Guzdial, Sam Snodgrass, Adam Summerville, Tiago Machado, Gillian Smith
Procedural Content Generation via Knowledge Transformation (PCG-KT). IEEE Trans. Games 16 (1) (2024)
Seth Cooper, Matthew Guzdial
path2level: Constraint-Based Level Generation from Paths. CoG (2023)
Anurag Sarkar, Matthew Guzdial, Sam Snodgrass, Adam Summerville, Tiago Machado, Gillian Smith
Procedural Content Generation via Knowledge Transformation (PCG-KT). CoRR (2023)
Johor Jara Gonzalez, Matthew Guzdial
Reconstructing Existing Levels through Level Inpainting. AIIDE (2023)
Emily Halina, Matthew Guzdial
Tree-Based Reconstructive Partitioning: A Novel Low-Data Level Generation Approach. CoRR (2023)
Seth Cooper, Emily Halina, Jichen Zhu, Matthew Guzdial
Re-trainable Procedural Level Generation via Machine Learning (RT-PLGML) as Game Mechanic. FDG (2023)
Md Saiful Islam, Srijita Das, Sai Krishna Gottipati, William Duguay, Clodéric Mars, Jalal Arabneydi, Antoine Fagette, Matthew Guzdial, Matthew E. Taylor
Human-AI Collaboration in Real-World Complex Environment with Reinforcement Learning. CoRR (2023)
Emily Halina, Matthew Guzdial
Tree-Based Reconstructive Partitioning: A Novel Low-Data Level Generation Approach. AIIDE (2023)
Venkata Sai Revanth Atmakuri, Seth Cooper, Matthew Guzdial
Game Level Blending using a Learned Level Representation. CoRR (2023)
Negar Mirgati, Matthew Guzdial
Joint Level Generation and Translation Using Gameplay Videos. CoG (2023)
Anahita Doosti, Matthew Guzdial
Transfer Learning for Underrepresented Music Generation. CoRR (2023)
Johor Jara Gonzalez, Seth Cooper, Matthew Guzdial
Mechanic Maker 2.0: Reinforcement Learning for Evaluating Generated Rules. CoRR (2023)
Johor Jara Gonzalez, Matthew Guzdial
Reconstructing Existing Levels through Level Inpainting. CoRR (2023)
Venkata Sai Revanth Atmakuri, Seth Cooper, Matthew Guzdial
Game Level Blending using a Learned Level Representation. CoG (2023)
Negar Mirgati, Matthew Guzdial
Joint Level Generation and Translation Using Gameplay Videos. CoRR (2023)
Johor Jara Gonzalez, Seth Cooper, Matthew Guzdial
Mechanic Maker 2.0: Reinforcement Learning for Evaluating Generated Rules. AIIDE (2023)
Mrunal Jadhav, Matthew Guzdial
Clustering-based Tile Embedding (CTE): A General Representation for Level Design with Skewed Tile Distributions. CoRR (2022)
Kristen K. Yu, Matthew Guzdial, Nathan R. Sturtevant
FarmQuest: A Demonstration of an AI Director Video Game Test Bed. AIIDE (2022)
Akash Saravanan, Matthew Guzdial
Pixel VQ-VAEs for Improved Pixel Art Representation. CoRR (2022)
Natalie Bombardieri, Matthew Guzdial
Improving Deep Localized Level Analysis: How Game Logs Can Help. CoRR (2022)
Emily Halina, Matthew Guzdial
Threshold Designer Adaptation: Improved Adaptation for Designers in Co-creative Systems. IJCAI (2022)
Faraz Khadivpour, Arghasree Banerjee, Matthew Guzdial
Responsibility: An Example-based Explainable AI approach via Training Process Inspection. CoRR (2022)
Emily Halina, Matthew Guzdial
Threshold Designer Adaptation: Improved Adaptation for Designers in Co-creative Systems. CoRR (2022)
Matthew Guzdial, Mark O. Riedl
Conceptual Game Expansion. IEEE Trans. Games 14 (1) (2022)
Kynan Sorochan, Matthew Guzdial
Generating Real-Time Strategy Game Units Using Search-Based Procedural Content Generation and Monte Carlo Tree Search. CoRR (2022)
Dagmar Lukka Loftsdottir, Matthew Guzdial
SketchBetween: Video-to-Video Synthesis for Sprite Animation via Sketches. FDG (2022)
Kristen K. Yu, Matthew Guzdial, Nathan R. Sturtevant, Morgan Cselinacz, Chris Corfe, Izzy Hubert Lyall, Chris Smith
Adventures of AI Directors Early in the Development of Nightingale. AIIDE (2022)
Nazanin Yousefzadeh Khameneh, Matthew Guzdial
World Models with an Entity-Based Representation. AIIDE (2022)
Zisen Zhou, Zhongxi Lu, Matthew Guzdial, Fabricio Goes
Creativity Evaluation Method for Procedural Content Generated Game Items via Machine Learning. DSA (2022)
Emily Halina, Matthew Guzdial
Diversity-based Deep Reinforcement Learning Towards Multidimensional Difficulty for Fighting Game AI. CoRR (2022)
Dagmar Lukka Loftsdóttir, Matthew Guzdial
SketchBetween: Video-to-Video Synthesis for Sprite Animation via Sketches. CoRR (2022)
Thomas Maurer, Matthew Guzdial
Adversarial Random Forest Classifier for Automated Game Design. CoRR (2021)
Emily Halina, Matthew Guzdial
TaikoNation: Patterning-focused Chart Generation for Rhythm Action Games. FDG (2021)
Zisen Zhou, Matthew Guzdial
Toward Co-creative Dungeon Generation via Transfer Learning. FDG (2021)
Mohan Singamsetti, Anmol Mahajan, Matthew Guzdial
Conceptual Expansion Neural Architecture Search (CENAS). ICCC (2021)
Kristen K. Yu, Matthew Guzdial, Nathan R. Sturtevant
The Definition-Context-Purpose Paradigm and Other Insights from Industry Professionals about the Definition of a Quest. AIIDE (2021)
Thomas Maurer, Matthew Guzdial
Adversarial Random Forest Classifier for Automated Game Design. FDG (2021)
Emily Halina, Matthew Guzdial
TaikoNation: Patterning-focused Chart Generation for Rhythm Action Games. CoRR (2021)
Matthew Guzdial, Nathan R. Sturtevant, Carolyn Yang
The Impact of Visualizing Design Gradients for Human Designers. AIIDE (2021)
Kynan Sorochan, Jerry Chen, Yakun Yu, Matthew Guzdial
Generating Lode Runner Levels by Learning Player Paths with LSTMs. FDG (2021)
Zisen Zhou, Matthew Guzdial
Toward Co-creative Dungeon Generation via Transfer Learning. CoRR (2021)
Alexander Sieusahai, Matthew Guzdial
Explaining Deep Reinforcement Learning Agents in the Atari Domain through a Surrogate Model. AIIDE (2021)
Athar Mahmoudi-Nejad, Matthew Guzdial, Pierre Boulanger
Arachnophobia Exposure Therapy using Experience-driven Procedural Content Generation via Reinforcement Learning (EDPCGRL). CoRR (2021)
Mrunal Jadhav, Matthew Guzdial
Tile Embedding: A General Representation for Procedural Level Generation via Machine Learning. CoRR (2021)
Emily Halina, Matthew Guzdial
A Demonstration of KiaiTime: A Mixed-Initiative PCGML Rhythm Game Editor. AIIDE (2021)
Bowei Li, Ruohan Chen, Yuqing Xue, Ricky Wang, Wenwen Li, Matthew Guzdial
Ensemble Learning For Mega Man Level Generation. FDG (2021)
Kynan Sorochan, Jerry Chen, Yakun Yu, Matthew Guzdial
Generating Lode Runner Levels by Learning Player Paths with LSTMs. CoRR (2021)
Adrián González-Casillas, Matthew Guzdial, Félix Ramos
A Tool for Generating Monster Silhouettes with a Word-Conditioned Variational Autoencoder. AIIDE (2021)
Mohan Singamsetti, Anmol Mahajan, Matthew Guzdial
Conceptual Expansion Neural Architecture Search (CENAS). CoRR (2021)
Athar Mahmoudi-Nejad, Matthew Guzdial, Pierre Boulanger
Arachnophobia Exposure Therapy Using Experience-Driven Procedural Content Generation via Reinforcement Learning (EDPCGRL). AIIDE (2021)
Kristen K. Yu, Nathan R. Sturtevant, Matthew Guzdial
Towards Disambiguating Quests as a Technical Term. FDG (2021)
Mrunal Jadhav, Matthew Guzdial
Tile Embedding: A General Representation for Level Generation. AIIDE (2021)
Matthew Guzdial, Nathan R. Sturtevant, Carolyn Yang
The Impact of Visualizing Design Gradients for Human Designers. CoRR (2021)
Kristen K. Yu, Matthew Guzdial, Nathan R. Sturtevant
The Definition-Context-Purpose Paradigm and Other Insights from Industry Professionals About the Definition of a Quest. CoRR (2021)
Bowei Li, Ruohan Chen, Yuqing Xue, Ricky Wang, Wenwen Li, Matthew Guzdial
Ensemble Learning For Mega Man Level Generation. CoRR (2021)
Alexander Sieusahai, Matthew Guzdial
Explaining Deep Reinforcement Learning Agents In The Atari Domain through a Surrogate Model. CoRR (2021)
Eugene Chen, Christoph Sydora, Brad Burega, Anmol Mahajan, Abdullah, Matthew Gallivan, Matthew Guzdial
Image-to-Level: Generation and Repair. AIIDE (2020)
Nathan R. Sturtevant, Nicolas Decroocq, Aaron Tripodi, Carolyn Yang, Matthew Guzdial
A Demonstration of Anhinga: A Mixed-Initiative EPCG Tool for Snakebird. AIIDE (2020)
Matthew Guzdial, Devi Acharya, Max Kreminski, Michael Cook, Mirjam Eladhari, Antonios Liapis, Anne Sullivan
Tabletop Roleplaying Games as Procedural Content Generators. FDG (2020)
Nazanin Yousefzadeh Khameneh, Matthew Guzdial
Entity Embedding as Game Representation. CoRR (2020)
Vardan Saini, Matthew Guzdial
A Demonstration of Mechanic Maker: An AI for Mechanics Co-Creation. AIIDE (2020)
Nathan R. Sturtevant, Nicolas Decroocq, Aaron Tripodi, Matthew Guzdial
The Unexpected Consequence of Incremental Design Changes. AIIDE (2020)
Adrian Gonzalez, Matthew Guzdial, Félix Ramos
Generating Gameplay-Relevant Art Assets with Transfer Learning. AIIDE Workshops (2020)
Matthew Guzdial, Mark Riedl
Conceptual Game Expansion. CoRR (2020)
Matthew Guzdial, Devi Acharya, Max Kreminski, Michael Cook, Mirjam Eladhari, Antonios Liapis, Anne Sullivan
Tabletop Roleplaying Games as Procedural Content Generators. CoRR (2020)
Faraz Khadivpour, Matthew Guzdial
Explainability via Responsibility. AIIDE Workshops (2020)
Nazanin Yousefzadeh Khameneh, Matthew Guzdial
Entity Embedding as Game Representation. AIIDE Workshops (2020)
Adrian Gonzalez, Matthew Guzdial, Félix Ramos
Generating Gameplay-Relevant Art Assets with Transfer Learning. CoRR (2020)
Faraz Khadivpour, Matthew Guzdial
Explainability via Responsibility. CoRR (2020)
Kristen K. Yu, Nathan R. Sturtevant, Matthew Guzdial
What is a Quest? AIIDE Workshops (2020)
Zijin Luo, Matthew Guzdial, Mark Riedl
Making CNNs for Video Parsing Accessible. CoRR (2019)
Matthew Guzdial, Nicholas Liao, Jonathan Chen, Shao-Yu Chen, Shukan Shah, Vishwa Shah, Joshua Reno, Gillian Smith, Mark Riedl
Friend, Collaborator, Student, Manager: How Design of an AI-Driven Game Level Editor Affects Creators. CoRR (2019)
Zijin Luo, Matthew Guzdial, Mark Riedl
gameplay video using transfer, zero-shot, and network pruning. FDG (2019)
Matthew Guzdial, Nicholas Liao, Jonathan Chen, Shao-Yu Chen, Shukan Shah, Vishwa Shah, Joshua Reno, Gillian Smith, Mark O. Riedl
Friend, Collaborator, Student, Manager: How Design of an AI-Driven Game Level Editor Affects Creators. CHI (2019)
Shukan Shah, Matthew Guzdial, Mark O. Riedl
Automated Let's Play Commentary. CoRR (2019)
Matthew Guzdial, Mark Riedl
Combinets: Creativity via Recombination of Neural Networks. ICCC (2019)
Andrew Hoyt, Matthew Guzdial, Yalini Kumar, Gillian Smith, Mark O. Riedl
Integrating Automated Play in Level Co-Creation. CoRR (2019)
Matthew Guzdial, Mark Riedl
An Interaction Framework for Studying Co-Creative AI. CoRR (2019)
Matthew Guzdial, Mark Riedl
Automated Game Design via Conceptual Expansion. CoRR (2018)
Matthew Guzdial, Mark O. Riedl
Combinets: Learning New Classifiers via Recombination. CoRR (2018)
Matthew Guzdial, Nicholas Liao, Vishwa Shah, Mark O. Riedl
Creative Invention Benchmark. CoRR (2018)
Matthew Guzdial, Shukan Shah, Mark Riedl
Towards Automated Let's Play Commentary. CoRR (2018)
Zijin Luo, Matthew Guzdial, Nicholas Liao, Mark Riedl
Player Experience Extraction from Gameplay Video. AIIDE (2018)
Matthew Guzdial, Nicholas Liao, Mark Riedl
Co-Creative Level Design via Machine Learning. CoRR (2018)
Matthew Guzdial, Shukan Shah, Mark Riedl
Towards Automated Let's Play Commentary. AIIDE Workshops (2018)
Adam Summerville, Sam Snodgrass, Matthew Guzdial, Christoffer Holmgård, Amy K. Hoover, Aaron Isaksen, Andy Nealen, Julian Togelius
Procedural Content Generation via Machine Learning (PCGML). IEEE Trans. Games 10 (3) (2018)
Zijin Luo, Matthew Guzdial, Nicholas Liao, Mark Riedl
Player Experience Extraction from Gameplay Video. CoRR (2018)
Matthew Guzdial, Nicholas Liao, Mark Riedl
Co-Creative Level Design via Machine Learning. AIIDE Workshops (2018)
Vishwa Shah, Nicholas Liao, Matthew Guzdial, Mark Riedl
Creative Invention Benchmark. ICCC (2018)
Matthew Guzdial, Joshua Reno, Jonathan Chen, Gillian Smith, Mark Riedl
Explainable PCGML via Game Design Patterns. CoRR (2018)
Matthew Guzdial, Joshua Reno, Jonathan Chen, Gillian Smith, Mark Riedl
Explainable PCGML via Game Design Patterns. AIIDE Workshops (2018)
Matthew Guzdial, Mark Riedl
Automated Game Design via Conceptual Expansion. AIIDE (2018)
Nicholas Liao, Matthew Guzdial, Mark Riedl
Deep convolutional player modeling on log and level data. FDG (2017)
Matthew Guzdial, Boyang Li, Mark O. Riedl
Game Engine Learning from Video. IJCAI (2017)
Kristin Siu, Matthew Guzdial, Mark O. Riedl
Evaluating Singleplayer and Multiplayer in Human Computation Games. CoRR (2017)
Kristin Siu, Matthew Guzdial, Mark O. Riedl
Evaluating singleplayer and multiplayer in human computation games. FDG (2017)
Adam Summerville, Sam Snodgrass, Matthew Guzdial, Christoffer Holmgård, Amy K. Hoover, Aaron Isaksen, Andy Nealen, Julian Togelius
Procedural Content Generation via Machine Learning (PCGML). CoRR (2017)
Alexander E. Zook, Michael Cook, Eric Butler, Kristin Siu, Matthew Guzdial, Mark Riedl, James Owen Ryan, Ben Samuel, Adam Summerville, Michael Mateas, Noah Wardrip-Fruin
Playable Experiences at AIIDE 2016. AIIDE (2016)
Matthew Guzdial, Mark Riedl
Toward Game Level Generation from Gameplay Videos. CoRR (2016)
Matthew Guzdial, Mark O. Riedl
Game Level Generation from Gameplay Videos. AIIDE (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Matthew Guzdial