Seth Cooper

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All published works

Action	Title	Year	Authors
+ PDF Chat	Controllable Game Level Generation: Assessing the Effect of Negative Examples in GAN Models	2024	Mahsa Bazzaz Seth Cooper
+ PDF Chat	Guided Game Level Repair via Explainable AI	2024	Mahsa Bazzaz Seth Cooper
+ PDF Chat	Controllable Game Level Generation: Assessing the Effect of Negative Examples in GAN Models	2024	Mahsa Bazzaz Seth Cooper
+ PDF Chat	Guided Game Level Repair via Explainable AI	2024	Mahsa Bazzaz Seth Cooper
+ PDF Chat	Latent Combinational Game Design	2023	Anurag Sarkar Seth Cooper
+ PDF Chat	Mechanic Maker 2.0: Reinforcement Learning for Evaluating Generated Rules	2023	Johor Jara Gonzalez Seth Cooper Matthew Guzdial
+ PDF Chat	Active Learning for Classifying 2D Grid-Based Level Completability	2023	Mahsa Bazzaz Seth Cooper
+ PDF Chat	Game Level Blending using a Learned Level Representation	2023	Venkata Sai Revanth Atmakuri Seth Cooper Matthew Guzdial
+	Game Level Blending using a Learned Level Representation	2023	Venkata Sai Revanth Atmakuri Seth Cooper Matthew Guzdial
+	Active Learning for Classifying 2D Grid-Based Level Completability	2023	Mahsa Bazzaz Seth Cooper
+	Mechanic Maker 2.0: Reinforcement Learning for Evaluating Generated Rules	2023	Johor Jara Gonzalez Seth Cooper Mathew Guzdial
+ PDF Chat	tile2tile: Learning Game Filters for Platformer Style Transfer	2022	Anurag Sarkar Seth Cooper
+ PDF Chat	Effects of Player-Level Matchmaking Methods in a Live Citizen Science Game	2022	Alexander D. Stoneman Josh Aaron Miller Seth Cooper
+	A Reasoning Engine for the Gamification of Loop-Invariant Discovery.	2021	Andrew T. Walter Seth Cooper Panagiotis Manolios
+ PDF Chat	Dungeon and Platformer Level Blending and Generation using Conditional VAEs	2021	Anurag Sarkar Seth Cooper
+ PDF Chat	Generating and Blending Game Levels via Quality-Diversity in the Latent Space of a Variational Autoencoder	2021	Anurag Sarkar Seth Cooper
+	Procedural Content Generation using Behavior Trees (PCGBT).	2021	Anurag Sarkar Seth Cooper
+	Generating and Blending Game Levels via Quality-Diversity in the Latent Space of a Variational Autoencoder	2021	Anurag Sarkar Seth Cooper
+	Conditional Level Generation and Game Blending	2020	Anurag Sarkar Zhihan Yang Seth Cooper
+ PDF Chat	Game Level Clustering and Generation Using Gaussian Mixture VAEs	2020	Zhihan Yang Anurag Sarkar Seth Cooper
+ PDF Chat	Sequential Segment-based Level Generation and Blending using Variational Autoencoders	2020	Anurag Sarkar Seth Cooper
+ PDF Chat	Towards Game Design via Creative Machine Learning (GDCML)	2020	Anurag Sarkar Seth Cooper
+	Towards Game Design via Creative Machine Learning (GDCML)	2020	Anurag Sarkar Seth Cooper
+	Sequential Segment-based Level Generation and Blending using Variational Autoencoders.	2020	Anurag Sarkar Seth Cooper
+	Controllable Level Blending between Games using Variational Autoencoders.	2020	Anurag Sarkar Zhihan Yang Seth Cooper
+	Game Level Clustering and Generation using Gaussian Mixture VAEs	2020	Zhihan Yang Anurag Sarkar Seth Cooper
+ PDF Chat	Q-DeckRec: A Fast Deck Recommendation System for Collectible Card Games	2018	Zhengxing Chen Christopher Amato Truong-Huy D. Nguyen Seth Cooper Yizhou Sun Magy Seif El‐Nasr
+	Q-DeckRec: A Fast Deck Recommendation System for Collectible Card Games	2018	Zhengxing Chen Christopher Amato Truong-Huy D. Nguyen Seth Cooper Yizhou Sun Magy Seif El‐Nasr
+	The Art of Drafting: A Team-Oriented Hero Recommendation System for Multiplayer Online Battle Arena Games	2018	Zhengxing Chen Truong-Huy D. Nguyen Yuyu Xu Christopher Amato Seth Cooper Yizhou Sun Magy Seif El‐Nasr
+	Application of Process Modeling Tools to Ship Design	2011	David Helgerson Seth Cooper Frank Waldman

Common Coauthors

Coauthor	Papers Together
Anurag Sarkar	14
Mahsa Bazzaz	6
Zhihan Yang	4
Christopher Amato	3
Matthew Guzdial	3
Zhengxing Chen	3
Yizhou Sun	3
Magy Seif El‐Nasr	3
Truong-Huy D. Nguyen	3
Venkata Sai Revanth Atmakuri	2
Johor Jara Gonzalez	2
Frank Waldman	1
Mathew Guzdial	1
Panagiotis Manolios	1
Yuyu Xu	1
David Helgerson	1
Andrew T. Walter	1
Alexander D. Stoneman	1
Josh Aaron Miller	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Procedural Content Generation via Machine Learning (PCGML)	2018	Adam Summerville Sam Snodgrass Matthew Guzdial Christoffer Holmgård Amy K. Hoover Aaron Isaksen Andy Nealen Julian Togelius	12
+	The VGLC: The Video Game Level Corpus	2016	Adam Summerville Sam Snodgrass Michael Mateas Santi Ontañón Villar	11
+ PDF Chat	Evolving mario levels in the latent space of a deep convolutional generative adversarial network	2018	Vanessa Volz Jacob Schrum Jialin Liu Simon M. Lucas Adam M. Smith Sebastian Risi	10
+ PDF Chat	Multi-Domain Level Generation and Blending with Sketches via Example-Driven BSP and Variational Autoencoders	2020	Sam Snodgrass Anurag Sarkar	9
+ PDF Chat	Sequential Segment-based Level Generation and Blending using Variational Autoencoders	2020	Anurag Sarkar Seth Cooper	8
+	Controllable Level Blending between Games using Variational Autoencoders.	2020	Anurag Sarkar Zhihan Yang Seth Cooper	7
+ PDF Chat	DeepMasterPrints: Generating MasterPrints for Dictionary Attacks via Latent Variable Evolution	2018	Philip Bontrager Aditi Roy Julian Togelius Nasir Memon Arun Ross	6
+ PDF Chat	Interactive evolution and exploration within latent level-design space of generative adversarial networks	2020	Jacob Schrum Jake Gutierrez Vanessa Volz Jialin Liu Simon M. Lucas Sebastian Risi	5
+	Super Mario as a String: Platformer Level Generation Via LSTMs	2016	Adam Summerville Michael Mateas	5
+	Automated Game Design via Conceptual Expansion	2018	Matthew Guzdial Mark Riedl	5
+	Conceptual Game Expansion	2021	Matthew Guzdial Mark Riedl	4
+ PDF Chat	DOOM Level Generation Using Generative Adversarial Networks	2018	Edoardo Giacomello Pier Luca Lanzi Daniele Loiacono	4
+	Controllable Level Blending between Games using Variational Autoencoders	2020	Anurag Sarkar Zhihan Yang S. I. Cooper	4
+	Super Mario as a String: Platformer Level Generation Via LSTMs	2016	Adam Summerville Michael Mateas	4
+ PDF Chat	Mechanics automatically recognized via interactive observation	2017	Adam Summerville Joe Osborn Christoffer Holmgård Daniel W. Zhang	4
+ PDF Chat	Towards Game Design via Creative Machine Learning (GDCML)	2020	Anurag Sarkar Seth Cooper	4
+ PDF Chat	Exploring Level Blending Across Platformers via Paths and Affordances	2020	Anurag Sarkar Adam Summerville Sam Snodgrass Gerard Bentley Joseph Osborn	4
+	Learning to Blend Computer Game Levels.	2016	Matthew Guzdial Mark Riedl	3
+ PDF Chat	Neural Style Transfer: A Review	2019	Yongcheng Jing Yezhou Yang Zunlei Feng Jingwen Ye Yizhou Yu Mingli Song	3
+	Conditional Generative Adversarial Nets	2014	Mehdi Mirza Simon Osindero	3
+	Semantic Style Transfer and Turning Two-Bit Doodles into Fine Artworks	2016	Alex J. Champandard	3
+	Learning to Blend Computer Game Levels	2016	Matthew Guzdial Mark Riedl	3
+ PDF Chat	Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks	2017	Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros	3
+	Learning to Blend Computer Game Levels	2016	Matthew Guzdial Mark Riedl	3
+ PDF Chat	Automated Game Design via Conceptual Expansion	2018	Matthew Guzdial Mark Riedl	3
+ PDF Chat	Interactive Constrained MAP-Elites: Analysis and Evaluation of the Expressiveness of the Feature Dimensions	2020	Alberto Alvarez Steve Dahlskog José Font Julian Togelius	3
+ PDF Chat	Generative Adversarial Network Rooms in Generative Graph Grammar Dungeons for The Legend of Zelda	2020	Jake Gutierrez Jacob Schrum	3
+	Generative Adversarial Network Rooms in Generative Graph Grammar Dungeons for The Legend of Zelda	2020	Jake Gutierrez Jacob Schrum	3
+ PDF Chat	Tile pattern KL-divergence for analysing and evolving game levels	2019	Simon M. Lucas Vanessa Volz	3
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	2
+ PDF Chat	Arbitrary Style Transfer in Real-Time with Adaptive Instance Normalization	2017	Xun Huang Serge Belongie	2
+	Texture synthesis using convolutional neural networks	2015	Leon A. Gatys Alexander S. Ecker Matthias Bethge	2
+ PDF Chat	Manipulating Attributes of Natural Scenes via Hallucination	2019	Levent Karacan Zeynep Akata Aykut Erdem Erkut Erdem	2
+	Learning to Optimize Neural Nets	2017	Ke Li Jitendra Malik	2
+	Learning to learn by gradient descent by gradient descent	2016	Marcin Andrychowicz Misha Denil Sergio Luis Suárez Gómez Matthew W. Hoffman David Pfau Tom Schaul Brendan Shillingford Nando de Freitas	2
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	2
+	Generating Black Metal and Math Rock: Beyond Bach, Beethoven, and Beatles	2018	Zack Zukowski Cameron Carr	2
+	Neural Architecture Search with Reinforcement Learning	2016	Barret Zoph Quoc V. Le	2
+	GAN Dissection: Visualizing and Understanding Generative Adversarial Networks	2018	David Bau Jun-Yan Zhu Hendrik Strobelt Bolei Zhou Joshua B. Tenenbaum William T. Freeman Antonio Torralba	2
+	Integrating Automated Play in Level Co-Creation	2019	Andrew D. Hoyt Matthew Guzdial Yalini Kumar Gillian Smith Mark Riedl	2
+ PDF Chat	A Style-Based Generator Architecture for Generative Adversarial Networks	2019	Tero Karras Samuli Laine Timo Aila	2
+ PDF Chat	Image-to-Image Translation with Conditional Adversarial Networks	2017	Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros	2
+	Generating levels that teach mechanics	2018	Michael Cerny Green Ahmed Khalifa Gabriella A. B. Barros Andy Nealen Julian Togelius	2
+	Stochastic Backpropagation and Approximate Inference in Deep Generative Models	2014	Danilo Jimenez Rezende Shakir Mohamed Daan Wierstra	2
+	DOOM Level Generation using Generative Adversarial Networks.	2018	Edoardo Giacomello Pier Luca Lanzi Daniele Loiacono	2
+	Large Scale GAN Training for High Fidelity Natural Image Synthesis	2018	Andrew Brock Jeff Donahue Karen Simonyan	2
+	Automatic Differentiation	2011		2
+ PDF Chat	Procedural Content Generation through Quality Diversity	2019	Daniele Gravina Ahmed Khalifa Antonios Liapis Julian Togelius Georgios N. Yannakakis	2
+	GANSynth: Adversarial Neural Audio Synthesis	2019	Jesse Engel Kumar Krishna Agrawal Shuo Chen Ishaan Gulrajani Chris Donahue Adam P. Roberts	2
+	DeepBach: a Steerable Model for Bach Chorales Generation	2016	Gaëtan Hadjeres François Pachet Frank Nielsen	2