Graham Todd

According to our database, Graham Todd authored at least 19 papers between 2020 and 2025.

Collaborative distances:

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

2025

People use fast, flat goal-directed simulation to reason about novel problems.

Katherine M. Collins, Cedegao E. Zhang, Lionel Wong, Mauricio Barba da Costa, Graham Todd, Adrian Weller, Samuel J. Cheyette, Thomas L. Griffiths, Joshua B. Tenenbaum

CoRR, October, 2025

Evaluating Language Models' Evaluations of Games.

Katherine M. Collins, Cedegao E. Zhang, Graham Todd, Lance Ying, Mauricio Barba da Costa, Ryan Liu, Prafull Sharma, Adrian Weller, Ionatan Kuperwajs, Lionel Wong, Joshua B. Tenenbaum, Thomas L. Griffiths

CoRR, October, 2025

PuzzleJAX: A Benchmark for Reasoning and Learning.

Sam Earle, Graham Todd, Yuchen Li, Ahmed Khalifa, Muhammad Umair Nasir, Zehua Jiang, Andrzej Banburski-Fahey, Julian Togelius

CoRR, August, 2025

Ludax: A GPU-Accelerated Domain Specific Language for Board Games.

Graham Todd, Alexander Padula, Dennis J. N. J. Soemers, Julian Togelius

CoRR, June, 2025

Goals as reward-producing programs.

Guy Davidson, Graham Todd, Julian Togelius, Todd M. Gureckis, Brenden M. Lake

Nat. Mac. Intell., 2025

Position: Principles of Animal Cognition to Improve LLM Evaluations.

Sunayana Rane, Cyrus F. Kirkman, Graham Todd, Amanda L. Royka, Ryan M. C. Law, Erica A. Cartmill, Jacob Gates Foster

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Novel Goal Creation and Evaluation in Open-Ended Games.

Graham Todd, Junyi Chu, Guy Davidson, Weijia Xu

Proceedings of the 47th Annual Meeting of the Cognitive Science Society, 2025

Goal Inference using Reward-Producing Programs in a Novel Physics Environment.

Guy Davidson, Graham Todd, Cédric Colas, Junyi Chu, Julian Togelius, Joshua B. Tenenbaum, Todd M. Gureckis, Brenden M. Lake

Proceedings of the 47th Annual Meeting of the Cognitive Science Society, 2025

Generation and Evaluation in the Human Invention Process through the Lens of Game Design.

Katherine M. Collins, Graham Todd, Cedegao E. Zhang, Adrian Weller, Julian Togelius, Junyi Chu, Lionel Wong, Tom Griffiths, Joshua B. Tenenbaum

Proceedings of the 47th Annual Meeting of the Cognitive Science Society, 2025

ScriptDoctor: Automatic Generation of PuzzleScript Games via Large Language Models and Tree Search.

Sam Earle, Ahmed Khalifa, Muhammad Umair Nasir, Zehua Jiang, Graham Todd, Andrzej Banburski-Fahey, Julian Togelius

Proceedings of the IEEE Conference on Games, 2025

2024

Large Language Models and Games: A Survey and Roadmap.

Roberto Gallotta, Graham Todd, Marvin Zammit, Sam Earle, Antonios Liapis, Julian Togelius, Georgios N. Yannakakis

CoRR, 2024

GAVEL: Generating Games via Evolution and Language Models.

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

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Missed Connections: Lateral Thinking Puzzles for Large Language Models.

Graham Todd, Tim Merino, Sam Earle, Julian Togelius

Proceedings of the IEEE Conference on Games, 2024

Can Language Models Serve as Text-Based World Simulators?

Ruoyao Wang, Graham Todd, Ziang Xiao, Xingdi Yuan, Marc-Alexandre Côté, Peter Clark, Peter A. Jansen

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2024

2023

ByteSized32: A Corpus and Challenge Task for Generating Task-Specific World Models Expressed as Text Games.

Ruoyao Wang, Graham Todd, Eric Yuan, Ziang Xiao, Marc-Alexandre Côté, Peter Jansen

CoRR, 2023

Level Generation Through Large Language Models.

Graham Todd, Sam Earle, Muhammad Umair Nasir, Michael Cerny Green, Julian Togelius

Proceedings of the 18th International Conference on the Foundations of Digital Games, 2023

ByteSized32: A Corpus and Challenge Task for Generating Task-Specific World Models Expressed as Text Games.

Ruoyao Wang, Graham Todd, Xingdi Yuan, Ziang Xiao, Marc-Alexandre Côté, Peter A. Jansen

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2020

Learning Compositional Negation in Populations of Roth-Erev and Neural Agents.

Graham Todd, Shane Steinert-Threlkeld, Christopher Potts

CoRR, 2020

Interaction Between Evolution and Learning in NK Fitness Landscapes.

Graham Todd, Madhavun Candadai, Eduardo J. Izquierdo

Proceedings of the 2020 Conference on Artificial Life, 2020