Matthew Stephenson

According to our database, Matthew Stephenson authored at least 55 papers between 2015 and 2024.

Collaborative distances:

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

2024

GAVEL: Generating Games Via Evolution and Language Models.

Graham Todd, Alexander Padula, Matthew Stephenson, Éric Piette, Dennis J. N. J. Soemers, Julian Togelius

CoRR, 2024

NovPhy: A physical reasoning benchmark for open-world AI systems.

Vimukthini Pinto, Chathura Nagoda Gamage, Cheng Xue, Peng Zhang, Ekaterina Nikonova, Matthew Stephenson, Jochen Renz

Artif. Intell., 2024

The Ludii Game Description Language is Universal.

Dennis J. N. J. Soemers, Éric Piette, Matthew Stephenson, Cameron Browne

Proceedings of the IEEE Conference on Games, 2024

Prompt Engineering ChatGPT for Codenames.

Matthew Sidji, Matthew Stephenson

Proceedings of the IEEE Conference on Games, 2024

2023

Spatial state-action features for general games.

Dennis J. N. J. Soemers, Éric Piette, Matthew Stephenson, Cameron Browne

Artif. Intell., August, 2023

Extracting tactics learned from self-play in general games.

Dennis J. N. J. Soemers, Spyridon Samothrakis, Éric Piette, Matthew Stephenson

Inf. Sci., May, 2023

Towards a General Transfer Approach for Policy-Value Networks.

Dennis J. N. J. Soemers, Vegard Mella, Éric Piette, Matthew Stephenson, Cameron Browne, Olivier Teytaud

Trans. Mach. Learn. Res., 2023

The 2022 Ludii AI competition.

Éric Piette, Dennis J. N. J. Soemers, Matthew Stephenson, Cameron Browne

J. Int. Comput. Games Assoc., 2023

Redacted by arXiv.

Matthew Stephenson

CoRR, 2023

NovPhy: A Testbed for Physical Reasoning in Open-world Environments.

Chathura Nagoda Gamage, Vimukthini Pinto, Cheng Xue, Peng Zhang, Ekaterina Nikonova, Matthew Stephenson, Jochen Renz

CoRR, 2023

The Difficulty of Novelty Detection and Adaptation in Physical Environments.

Vimukthini Pinto, Chathura Nagoda Gamage, Matthew Stephenson, Jochen Renz

Proceedings of the AI 2023: Advances in Artificial Intelligence, 2023

Physics-Based Task Generation through Causal Sequence of Physical Interactions.

Chathura Nagoda Gamage, Vimukthini Pinto, Matthew Stephenson, Jochen Renz

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

Utilizing Generative Adversarial Networks for Stable Structure Generation in Angry Birds.

Frederic Abraham, Matthew Stephenson

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

2022

Report on the 2^nd Digital Ludeme Project Workshop.

Cameron Browne, Éric Piette, Walter Crist, Matthew Stephenson, Dennis J. N. J. Soemers

J. Int. Comput. Games Assoc., 2022

Measuring Board Game Distance.

Matthew Stephenson, Dennis J. N. J. Soemers, Éric Piette, Cameron Browne

Proceedings of the Computers and Games - International Conference, 2022

2021

Generating Stable Building Block Structures From Sketches.

Matthew Stephenson, Jochen Renz, Xiaoyu Ge, Peng Zhang

IEEE Trans. Games, 2021

DSLRIG: Leveraging predictor structure in logistic regression.

Matthew Stephenson, R. Ayesha Ali, Gerarda A. Darlington, Flavio S. Schenkel, E. James Squires

Commun. Stat. Simul. Comput., 2021

Transfer of Fully Convolutional Policy-Value Networks Between Games and Game Variants.

Dennis J. N. J. Soemers, Vegard Mella, Éric Piette, Matthew Stephenson, Cameron Browne, Olivier Teytaud

CoRR, 2021

General Game Heuristic Prediction Based on Ludeme Descriptions.

Matthew Stephenson, Dennis J. N. J. Soemers, Éric Piette, Cameron Browne

Proceedings of the 2021 IEEE Conference on Games (CoG), 2021

General Board Game Concepts.

Éric Piette, Matthew Stephenson, Dennis J. N. J. Soemers, Cameron Browne

Proceedings of the 2021 IEEE Conference on Games (CoG), 2021

Novelty Generation Framework for AI Agents in Angry Birds Style Physics Games.

Chathura Nagoda Gamage, Vimukthini Pinto, Cheng Xue, Matthew Stephenson, Peng Zhang, Jochen Renz

Proceedings of the 2021 IEEE Conference on Games (CoG), 2021

Deceptive Level Generation for Angry Birds.

Chathura Nagoda Gamage, Vimukthini Pinto, Jochen Renz, Matthew Stephenson

Proceedings of the 2021 IEEE Conference on Games (CoG), 2021

Automatic Generation of Board Game Manuals.

Matthew Stephenson, Éric Piette, Dennis J. N. J. Soemers, Cameron Browne

Proceedings of the Advances in Computer Games - 17th International Conference, 2021

Optimised Playout Implementations for the Ludii General Game System.

Dennis J. N. J. Soemers, Éric Piette, Matthew Stephenson, Cameron Browne

Proceedings of the Advances in Computer Games - 17th International Conference, 2021

General Board Geometry.

Cameron Browne, Éric Piette, Matthew Stephenson, Dennis J. N. J. Soemers

Proceedings of the Advances in Computer Games - 17th International Conference, 2021

2020

The computational complexity of Angry Birds.

Matthew Stephenson, Jochen Renz, Xiaoyu Ge

Artif. Intell., 2020

The Computational Complexity of Angry Birds (Extended Abstract).

Matthew Stephenson, Jochen Renz, Xiaoyu Ge

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Ludii - The Ludemic General Game System.

Éric Piette, Dennis J. N. J. Soemers, Matthew Stephenson, Chiara F. Sironi, Mark H. M. Winands, Cameron Browne

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Manipulating the Distributions of Experience used for Self-Play Learning in Expert Iteration.

Dennis J. N. J. Soemers, Éric Piette, Matthew Stephenson, Cameron Browne

Proceedings of the IEEE Conference on Games, 2020

A Continuous Information Gain Measure to Find the Most Discriminatory Problems for AI Benchmarking.

Matthew Stephenson, Damien Anderson, Ahmed Khalifa, John Levine, Jochen Renz, Julian Togelius, Christoph Salge

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019

The 2017 AIBIRDS Level Generation Competition.

Matthew Stephenson, Jochen Renz, Xiaoyu Ge, Lucas Ferreira, Julian Togelius, Peng Zhang

IEEE Trans. Games, 2019

AI meets Angry Birds.

Jochen Renz, Xiaoyu Ge, Matthew Stephenson, Peng Zhang

Nat. Mach. Intell., 2019

DSRIG: Incorporating graphical structure in the regularized modeling of SNP data.

Matthew Stephenson, Gerarda A. Darlington, Flavio S. Schenkel, E. James Squires, R. Ayesha Ali

J. Bioinform. Comput. Biol., 2019

Foundations of Digital Archæoludology.

Cameron Browne, Dennis J. N. J. Soemers, Éric Piette, Matthew Stephenson, Michael Conrad, Walter Crist, Thierry Depaulis, Eddie Duggan, Fred Horn, Steven Kelk, Simon M. Lucas, João Pedro Neto, David Parlett, Abdallah Saffidine, Ulrich Schädler, Jorge Nuno Silva, Alex de Voogt, Mark H. M. Winands

CoRR, 2019

Agent-Based Adaptive Level Generation for Dynamic Difficulty Adjustment in Angry Birds.

Matthew Stephenson, Jochen Renz

CoRR, 2019

An Overview of the Ludii General Game System.

Matthew Stephenson, Éric Piette, Dennis J. N. J. Soemers, Cameron Browne

Proceedings of the IEEE Conference on Games, 2019

Ludii as a Competition Platform.

Matthew Stephenson, Éric Piette, Dennis J. N. J. Soemers, Cameron Browne

Proceedings of the IEEE Conference on Games, 2019

Learning Policies from Self-Play with Policy Gradients and MCTS Value Estimates.

Dennis J. N. J. Soemers, Éric Piette, Matthew Stephenson, Cameron Browne

Proceedings of the IEEE Conference on Games, 2019

An Empirical Evaluation of Two General Game Systems: Ludii and RBG.

Éric Piette, Matthew Stephenson, Dennis J. N. J. Soemers, Cameron Browne

Proceedings of the IEEE Conference on Games, 2019

Ludii and XCSP: Playing and Solving Logic Puzzles.

Cédric Piette, Éric Piette, Matthew Stephenson, Dennis J. N. J. Soemers, Cameron Browne

Proceedings of the IEEE Conference on Games, 2019

Using Restart Heuristics to Improve Agent Performance in Angry Birds.

Tommy Liu, Jochen Renz, Peng Zhang, Matthew Stephenson

Proceedings of the IEEE Conference on Games, 2019

"Did You Hear That?" Learning to Play Video Games from Audio Cues.

Raluca D. Gaina, Matthew Stephenson

Proceedings of the IEEE Conference on Games, 2019

"Superstition" in the Network: Deep Reinforcement Learning Plays Deceptive Games.

Philip Bontrager, Ahmed Khalifa, Damien Anderson, Matthew Stephenson, Christoph Salge, Julian Togelius

Proceedings of the Fifteenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2019

A Practical Introduction to the Ludii General Game System.

Cameron Browne, Matthew Stephenson, Éric Piette, Dennis J. N. J. Soemers

Proceedings of the Advances in Computer Games - 16th International Conference, 2019

2018

The 2017 AIBIRDS Competition.

Matthew Stephenson, Jochen Renz, Xiaoyu Ge, Peng Zhang

CoRR, 2018

Deceptive angry birds: towards smarter game-playing agents.

Matthew Stephenson, Jochen Renz

Proceedings of the 13th International Conference on the Foundations of Digital Games, 2018

Deceptive Games.

Damien Anderson, Matthew Stephenson, Julian Togelius, Christoph Salge, John Levine, Jochen Renz

Proceedings of the Applications of Evolutionary Computation, 2018

2017

A simple approach to analyzing clustered longitudinal data.

Matthew Stephenson, R. Ayesha Ali, Gerarda A. Darlington

Commun. Stat. Simul. Comput., 2017

Generating varied, stable and solvable levels for angry birds style physics games.

Matthew Stephenson, Jochen Renz

Proceedings of the IEEE Conference on Computational Intelligence and Games, 2017

Introducing real world physics and macro-actions to general video game ai.

Diego Perez Liebana, Matthew Stephenson, Raluca D. Gaina, Jochen Renz, Simon M. Lucas

Proceedings of the IEEE Conference on Computational Intelligence and Games, 2017

The Computational Complexity of Angry Birds and Similar Physics-Simulation Games.

Matthew Stephenson, Jochen Renz, Xiaoyu Ge

Proceedings of the Thirteenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE-17), 2017

Creating a Hyper-Agent for Solving Angry Birds Levels.

Matthew Stephenson, Jochen Renz

Proceedings of the Thirteenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE-17), 2017

2016

Procedural generation of complex stable structures for angry birds levels.

Matthew Stephenson, Jochen Renz

Proceedings of the IEEE Conference on Computational Intelligence and Games, 2016

Procedural Generation of Levels for Angry Birds Style Physics Games.

Matthew Stephenson, Jochen Renz

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

2015

Novel methods for reflective symmetry detection in scanned 3D models.

Matthew Stephenson, Adrian J. Clark, Richard D. Green

Proceedings of the 2015 International Conference on Image and Vision Computing New Zealand, 2015