Matthew Stephenson

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 75

Top Topics

Crossword Puzzles

Novelty Detection

Top Venues

Publications

Graham Todd, Alexander Padula, Matthew Stephenson, Éric Piette, Dennis J. N. J. Soemers, Julian Togelius
GAVEL: Generating Games Via Evolution and Language Models. CoRR (2024)
Matthew Stephenson
Redacted by arXiv. CoRR (2023)
Éric Piette, Dennis J. N. J. Soemers, Matthew Stephenson, Cameron Browne
The 2022 Ludii AI competition. J. Int. Comput. Games Assoc. 45 (1) (2023)
Dennis J. N. J. Soemers, Éric Piette, Matthew Stephenson, Cameron Browne
Spatial state-action features for general games. Artif. Intell. 321 (2023)
Frederic Abraham, Matthew Stephenson
Utilizing Generative Adversarial Networks for Stable Structure Generation in Angry Birds. CoRR (2023)
Frederic Abraham, Matthew Stephenson
Utilizing Generative Adversarial Networks for Stable Structure Generation in Angry Birds. AIIDE (2023)
Dennis J. N. J. Soemers, Spyridon Samothrakis, Éric Piette, Matthew Stephenson
Extracting tactics learned from self-play in general games. Inf. Sci. 624 (2023)
Chathura Nagoda Gamage, Vimukthini Pinto, Cheng Xue, Peng Zhang, Ekaterina Nikonova, Matthew Stephenson, Jochen Renz
NovPhy: A Testbed for Physical Reasoning in Open-world Environments. CoRR (2023)
Matthew Stephenson, Dennis J. N. J. Soemers, Éric Piette, Cameron Browne
Measuring Board Game Distance. CoRR (2023)
Chathura Nagoda Gamage, Vimukthini Pinto, Matthew Stephenson, Jochen Renz
Physics-Based Task Generation through Causal Sequence of Physical Interactions. AIIDE (2023)
Chathura Nagoda Gamage, Vimukthini Pinto, Matthew Stephenson, Jochen Renz
Physics-Based Task Generation through Causal Sequence of Physical Interactions. CoRR (2023)
Vimukthini Pinto, Chathura Nagoda Gamage, Matthew Stephenson, Jochen Renz
The Difficulty of Novelty Detection and Adaptation in Physical Environments. AI (2) (2023)
Dennis J. N. J. Soemers, Vegard Mella, Éric Piette, Matthew Stephenson, Cameron Browne, Olivier Teytaud
Towards a General Transfer Approach for Policy-Value Networks. Trans. Mach. Learn. Res. 2023 (2023)
Cameron Browne, Éric Piette, Walter Crist, Matthew Stephenson, Dennis J. N. J. Soemers
Digital Ludeme Project Workshop. J. Int. Comput. Games Assoc. 44 (2) (2022)
Dennis J. N. J. Soemers, Éric Piette, Matthew Stephenson, Cameron Browne
Spatial State-Action Features for General Games. CoRR (2022)
Dennis J. N. J. Soemers, Éric Piette, Matthew Stephenson, Cameron Browne
The Ludii Game Description Language is Universal. CoRR (2022)
Matthew Stephenson, Dennis J. N. J. Soemers, Éric Piette, Cameron Browne
Measuring Board Game Distance. CG (2022)
Matthew Stephenson, Dennis J. N. J. Soemers, Éric Piette, Cameron Browne
General Game Heuristic Prediction Based on Ludeme Descriptions. CoRR (2021)
Dennis J. N. J. Soemers, Éric Piette, Matthew Stephenson, Cameron Browne
Optimised Playout Implementations for the Ludii General Game System. CoRR (2021)
Dennis J. N. J. Soemers, Éric Piette, Matthew Stephenson, Cameron Browne
Optimised Playout Implementations for the Ludii General Game System. ACG (2021)
Éric Piette, Matthew Stephenson, Dennis J. N. J. Soemers, Cameron Browne
General Board Game Concepts. CoG (2021)
Matthew Stephenson, Jochen Renz, Xiaoyu Ge, Peng Zhang
Generating Stable Building Block Structures From Sketches. IEEE Trans. Games 13 (1) (2021)
Chathura Nagoda Gamage, Matthew Stephenson, Vimukthini Pinto, Jochen Renz
Deceptive Level Generation for Angry Birds. CoRR (2021)
Cameron Browne, Éric Piette, Matthew Stephenson, Dennis J. N. J. Soemers
General Board Geometry. ACG (2021)
Chathura Gamage, Vimukthini Pinto, Jochen Renz, Matthew Stephenson
Deceptive Level Generation for Angry Birds. CoG (2021)
Éric Piette, Matthew Stephenson, Dennis J. N. J. Soemers, Cameron Browne
General Board Game Concepts. CoRR (2021)
Matthew Stephenson, Éric Piette, Dennis J. N. J. Soemers, Cameron Browne
Automatic Generation of Board Game Manuals. ACG (2021)
Dennis J. N. J. Soemers, Vegard Mella, Éric Piette, Matthew Stephenson, Cameron Browne, Olivier Teytaud
Transfer of Fully Convolutional Policy-Value Networks Between Games and Game Variants. CoRR (2021)
Matthew Stephenson, R. Ayesha Ali, Gerarda A. Darlington, Flavio S. Schenkel, E. James Squires
DSLRIG: Leveraging predictor structure in logistic regression. Commun. Stat. Simul. Comput. 50 (6) (2021)
Matthew Stephenson, Dennis J. N. J. Soemers, Éric Piette, Cameron Browne
General Game Heuristic Prediction Based on Ludeme Descriptions. CoG (2021)
Matthew Stephenson, Éric Piette, Dennis J. N. J. Soemers, Cameron Browne
Automatic Generation of Board Game Manuals. CoRR (2021)
Chathura Gamage, Vimukthini Pinto, Cheng Xue, Matthew Stephenson, Peng Zhang, Jochen Renz
Novelty Generation Framework for AI Agents in Angry Birds Style Physics Games. CoG (2021)
Cameron Browne, Éric Piette, Matthew Stephenson, Dennis J. N. J. Soemers
General Board Geometry. CoRR (2021)
Matthew Stephenson, Damien Anderson, Ahmed Khalifa, John Levine, Jochen Renz, Julian Togelius, Christoph Salge
A Continuous Information Gain Measure to Find the Most Discriminatory Problems for AI Benchmarking. CEC (2020)
Dennis J. N. J. Soemers, Éric Piette, Matthew Stephenson, Cameron Browne
Manipulating the Distributions of Experience used for Self-Play Learning in Expert Iteration. CoRR (2020)
Matthew Stephenson, Jochen Renz, Xiaoyu Ge
The Computational Complexity of Angry Birds (Extended Abstract). IJCAI (2020)
Matthew Stephenson, Jochen Renz, Xiaoyu Ge
The computational complexity of Angry Birds. Artif. Intell. 280 (2020)
Éric Piette, Dennis J. N. J. Soemers, Matthew Stephenson, Chiara F. Sironi, Mark H. M. Winands, Cameron Browne
Ludii - The Ludemic General Game System. ECAI (2020)
Dennis J. N. J. Soemers, Éric Piette, Matthew Stephenson, Cameron Browne
Manipulating the Distributions of Experience used for Self-Play Learning in Expert Iteration. CoG (2020)
Dennis J. N. J. Soemers, Éric Piette, Matthew Stephenson, Cameron Browne
Learning Policies from Self-Play with Policy Gradients and MCTS Value Estimates. CoRR (2019)
Éric Piette, Dennis J. N. J. Soemers, Matthew Stephenson, Chiara F. Sironi, Mark H. M. Winands, Cameron Browne
Ludii - The Ludemic General Game System. CoRR (2019)
Raluca D. Gaina, Matthew Stephenson
"Did You Hear That?" Learning to Play Video Games from Audio Cues. CoRR (2019)
Cameron Browne, Matthew Stephenson, Éric Piette, Dennis J. N. J. Soemers
A Practical Introduction to the Ludii General Game System. ACG (2019)
Éric Piette, Matthew Stephenson, Dennis J. N. J. Soemers, Cameron Browne
An Empirical Evaluation of Two General Game Systems: Ludii and RBG. CoG (2019)
Matthew Stephenson, Éric Piette, Dennis J. N. J. Soemers, Cameron Browne
An Overview of the Ludii General Game System. CoRR (2019)
Philip Bontrager, Ahmed Khalifa, Damien Anderson, Matthew Stephenson, Christoph Salge, Julian Togelius
Superstition in the Network: Deep Reinforcement Learning Plays Deceptive Games. CoRR (2019)
Dennis J. N. J. Soemers, Éric Piette, Matthew Stephenson, Cameron Browne
Learning Policies from Self-Play with Policy Gradients and MCTS Value Estimates. CoG (2019)
Tommy Liu, Jochen Renz, Peng Zhang, Matthew Stephenson
Using Restart Heuristics to Improve Agent Performance in Angry Birds. CoG (2019)
Matthew Stephenson, Éric Piette, Dennis J. N. J. Soemers, Cameron Browne
Ludii as a Competition Platform. CoRR (2019)
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
Foundations of Digital Archæoludology. CoRR (2019)
Matthew Stephenson, Éric Piette, Dennis J. N. J. Soemers, Cameron Browne
An Overview of the Ludii General Game System. CoG (2019)
Cédric Piette, Éric Piette, Matthew Stephenson, Dennis J. N. J. Soemers, Cameron Browne
Ludii and XCSP: Playing and Solving Logic Puzzles. CoRR (2019)
Jochen Renz, Xiaoyu Ge, Matthew Stephenson, Peng Zhang
AI meets Angry Birds. Nat. Mach. Intell. 1 (7) (2019)
Matthew Stephenson, Éric Piette, Dennis J. N. J. Soemers, Cameron Browne
Ludii as a Competition Platform. CoG (2019)
Tommy Liu, Jochen Renz, Peng Zhang, Matthew Stephenson
Using Restart Heuristics to Improve Agent Performance in Angry Birds. CoRR (2019)
Cédric Piette, Éric Piette, Matthew Stephenson, Dennis J. N. J. Soemers, Cameron Browne
Ludii and XCSP: Playing and Solving Logic Puzzles. CoG (2019)
Philip Bontrager, Ahmed Khalifa, Damien Anderson, Matthew Stephenson, Christoph Salge, Julian Togelius
"Superstition" in the Network: Deep Reinforcement Learning Plays Deceptive Games. AIIDE (2019)
Matthew Stephenson, Jochen Renz
Agent-Based Adaptive Level Generation for Dynamic Difficulty Adjustment in Angry Birds. CoRR (2019)
Matthew Stephenson, Jochen Renz, Xiaoyu Ge, Lucas Ferreira, Julian Togelius, Peng Zhang
The 2017 AIBIRDS Level Generation Competition. IEEE Trans. Games 11 (3) (2019)
Raluca D. Gaina, Matthew Stephenson
"Did You Hear That?" Learning to Play Video Games from Audio Cues. CoG (2019)
Éric Piette, Matthew Stephenson, Dennis J. N. J. Soemers, Cameron Browne
An Empirical Evaluation of Two General Game Systems: Ludii and RBG. CoRR (2019)
Matthew Stephenson, Gerarda A. Darlington, Flavio S. Schenkel, E. James Squires, R. Ayesha Ali
DSRIG: Incorporating graphical structure in the regularized modeling of SNP data. J. Bioinform. Comput. Biol. 17 (3) (2019)
Matthew Stephenson, Jochen Renz
Deceptive angry birds: towards smarter game-playing agents. FDG (2018)
Damien Anderson, Matthew Stephenson, Julian Togelius, Christoph Salge, John Levine, Jochen Renz
Deceptive Games. EvoApplications (2018)
Matthew Stephenson, Damien Anderson, Ahmed Khalifa, John Levine, Jochen Renz, Julian Togelius, Christoph Salge
A Continuous Information Gain Measure to Find the Most Discriminatory Problems for AI Benchmarking. CoRR (2018)
Damien Anderson, Matthew Stephenson, Julian Togelius, Christoph Salge, John Levine, Jochen Renz
Deceptive Games. CoRR (2018)
Matthew Stephenson, Jochen Renz, Xiaoyu Ge, Peng Zhang
The 2017 AIBIRDS Competition. CoRR (2018)
Matthew Stephenson, Jochen Renz, Xiaoyu Ge
The Computational Complexity of Angry Birds. CoRR (2018)
Diego Perez Liebana, Matthew Stephenson, Raluca D. Gaina, Jochen Renz, Simon M. Lucas
Introducing real world physics and macro-actions to general video game ai. CIG (2017)
Matthew Stephenson, Jochen Renz, Xiaoyu Ge
The Computational Complexity of Angry Birds and Similar Physics-Simulation Games. AIIDE (2017)
Matthew Stephenson, Jochen Renz
Generating varied, stable and solvable levels for angry birds style physics games. CIG (2017)
Matthew Stephenson, Jochen Renz
Creating a Hyper-Agent for Solving Angry Birds Levels. AIIDE (2017)
Matthew Stephenson, R. Ayesha Ali, Gerarda A. Darlington
A simple approach to analyzing clustered longitudinal data. Commun. Stat. Simul. Comput. 46 (5) (2017)
Matthew Stephenson, Jochen Renz
Procedural generation of complex stable structures for angry birds levels. CIG (2016)
Matthew Stephenson, Jochen Renz
Procedural Generation of Levels for Angry Birds Style Physics Games. AIIDE (2016)
Matthew Stephenson, Adrian J. Clark, Richard D. Green
Novel methods for reflective symmetry detection in scanned 3D models. IVCNZ (2015)