Matthew Guzdial

research

∙ 06/29/2023

Game Level Blending using a Learned Level Representation

Game level blending via machine learning, the process of combining featu...

0 Venkata Sai Revanth Atmakuri, et al. ∙

research

∙ 06/29/2023

Joint Level Generation and Translation Using Gameplay Videos

Procedural Content Generation via Machine Learning (PCGML) faces a signi...

0 Negar Mirgati, et al. ∙

research

∙ 06/01/2023

Transfer Learning for Underrepresented Music Generation

This paper investigates a combinational creativity approach to transfer ...

0 Anahita Doosti, et al. ∙

research

∙ 05/01/2023

Procedural Content Generation via Knowledge Transformation (PCG-KT)

We introduce the concept of Procedural Content Generation via Knowledge ...

0 Anurag Sarkar, et al. ∙

research

∙ 12/07/2022

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

Real-Time Strategy (RTS) game unit generation is an unexplored area of P...

0 Kynan Sorochan, et al. ∙

research

∙ 12/07/2022

Improving Deep Localized Level Analysis: How Game Logs Can Help

Player modelling is the field of study associated with understanding pla...

0 Natalie Bombardieri, et al. ∙

research

∙ 11/04/2022

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

In fighting games, individual players of the same skill level often exhi...

0 Emily Halina, et al. ∙

research

∙ 10/23/2022

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

There has been significant research interest in Procedural Level Generat...

0 Mrunal Jadhav, et al. ∙

research

∙ 09/07/2022

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

Explainable Artificial Intelligence (XAI) methods are intended to help h...

0 Faraz Khadivpour, et al. ∙

research

∙ 09/01/2022

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

2D animation is a common factor in game development, used for characters...

0 Dagmar Lukka Loftsdóttir, et al. ∙

research

∙ 05/19/2022

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

To best assist human designers with different styles, Machine Learning (...

0 Emily Halina, et al. ∙

research

∙ 03/23/2022

Pixel VQ-VAEs for Improved Pixel Art Representation

Machine learning has had a great deal of success in image processing. Ho...

0 Akash Saravanan, et al. ∙

research

∙ 10/07/2021

Arachnophobia Exposure Therapy using Experience-driven Procedural Content Generation via Reinforcement Learning (EDPCGRL)

Personalized therapy, in which a therapeutic practice is adapted to an i...

0 Athar Mahmoudi-Nejad, et al. ∙

research

∙ 10/07/2021

The Impact of Visualizing Design Gradients for Human Designers

Mixed-initiative Procedural Content Generation (PCG) refers to tools or ...

0 Matthew Guzdial, et al. ∙

research

∙ 10/07/2021

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

Among academic communities there is no single agreed upon definition of ...

0 Kristen K. Yu, et al. ∙

research

∙ 10/07/2021

Explaining Deep Reinforcement Learning Agents In The Atari Domain through a Surrogate Model

One major barrier to applications of deep Reinforcement Learning (RL) bo...

0 Alexander Sieusahai, et al. ∙

research

∙ 10/07/2021

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

In recent years, Procedural Level Generation via Machine Learning (PLGML...

0 Mrunal Jadhav, et al. ∙

research

∙ 10/07/2021

Conceptual Expansion Neural Architecture Search (CENAS)

Architecture search optimizes the structure of a neural network for some...

0 Mohan Singamsetti, et al. ∙

research

∙ 07/27/2021

Toward Co-creative Dungeon Generation via Transfer Learning

Co-creative Procedural Content Generation via Machine Learning (PCGML) r...

0 Zisen Zhou, et al. ∙

research

∙ 07/27/2021

Generating Lode Runner Levels by Learning Player Paths with LSTMs

Machine learning has been a popular tool in many different fields, inclu...

0 Kynan Sorochan, et al. ∙

research

∙ 07/27/2021

Ensemble Learning For Mega Man Level Generation

Procedural content generation via machine learning (PCGML) is the proces...

0 Bowei Li, et al. ∙

research

∙ 07/26/2021

TaikoNation: Patterning-focused Chart Generation for Rhythm Action Games

Generating rhythm game charts from songs via machine learning has been a...

4 Emily Halina, et al. ∙

research

∙ 07/26/2021

Adversarial Random Forest Classifier for Automated Game Design

Autonomous game design, generating games algorithmically, has been a lon...

0 Thomas Maurer, et al. ∙

research

∙ 10/04/2020

Entity Embedding as Game Representation

Procedural content generation via machine learning (PCGML) has shown suc...

0 Nazanin Yousefzadeh Khameneh, et al. ∙

research

∙ 10/04/2020

Generating Gameplay-Relevant Art Assets with Transfer Learning

In game development, designing compelling visual assets that convey game...

0 Adrian Gonzalez, et al. ∙

research

∙ 10/04/2020

Explainability via Responsibility

Procedural Content Generation via Machine Learning (PCGML) refers to a g...

0 Faraz Khadivpour, et al. ∙

research

∙ 07/12/2020

Tabletop Roleplaying Games as Procedural Content Generators

Tabletop roleplaying games (TTRPGs) and procedural content generators ca...

0 Matthew Guzdial, et al. ∙

research

∙ 02/22/2020

Conceptual Game Expansion

Automated game design is the problem of automatically producing games th...

0 Matthew Guzdial, et al. ∙

research

∙ 11/20/2019

Integrating Automated Play in Level Co-Creation

In level co-creation an AI and human work together to create a video gam...

0 Andrew Hoyt, et al. ∙

research

∙ 09/05/2019

Automated Let's Play Commentary

Let's Plays of video games represent a relatively unexplored area for ex...

0 Shukan Shah, et al. ∙

research

∙ 06/10/2019

Making CNNs for Video Parsing Accessible

The ability to extract sequences of game events for high-resolution e-sp...

0 Zijin Luo, et al. ∙

research

∙ 03/22/2019

An Interaction Framework for Studying Co-Creative AI

Machine learning has been applied to a number of creative, design-orient...

0 Matthew Guzdial, et al. ∙

research

∙ 01/18/2019

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

Machine learning advances have afforded an increase in algorithms capabl...

0 Matthew Guzdial, et al. ∙

research

∙ 09/25/2018

Towards Automated Let's Play Commentary

We introduce the problem of generating Let's Play-style commentary of ga...

0 Matthew Guzdial, et al. ∙

research

∙ 09/25/2018

Co-Creative Level Design via Machine Learning

Procedural Level Generation via Machine Learning (PLGML), the study of g...

0 Matthew Guzdial, et al. ∙

research

∙ 09/25/2018

Explainable PCGML via Game Design Patterns

Procedural content generation via Machine Learning (PCGML) is the umbrel...

0 Matthew Guzdial, et al. ∙

research

∙ 09/06/2018

Player Experience Extraction from Gameplay Video

The ability to extract the sequence of game events for a given player's ...

0 Zijin Luo, et al. ∙

research

∙ 09/06/2018

Automated Game Design via Conceptual Expansion

Automated game design has remained a key challenge within the field of G...

0 Matthew Guzdial, et al. ∙

research

∙ 05/09/2018

Creative Invention Benchmark

In this paper we present the Creative Invention Benchmark (CrIB), a 2000...

0 Matthew Guzdial, et al. ∙

research

∙ 02/10/2018

Combinets: Learning New Classifiers via Recombination

Problems with few examples of a new class of objects prove challenging t...

0 Matthew Guzdial, et al. ∙

research

∙ 02/02/2017

Procedural Content Generation via Machine Learning (PCGML)

This survey explores Procedural Content Generation via Machine Learning ...

0 Adam Summerville, et al. ∙

research

∙ 03/08/2016

Learning to Blend Computer Game Levels

We present an approach to generate novel computer game levels that blend...

0 Matthew Guzdial, et al. ∙

research

∙ 02/23/2016

Toward Game Level Generation from Gameplay Videos

Algorithms that generate computer game content require game design knowl...

0 Matthew Guzdial, et al. ∙

Matthew Guzdial

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