Publications

(2025). Do different prompting methods yield a common task representation in language models?.
(2025). Novel Goal Creation and Evaluation in Open-Ended Games. Forthcoming in the Proceedings of the 47th Annual Meeting of the Cognitive Science Society, CogSci 2025.
(2025). Goal Inference using Reward-Producing Programs in a Novel Physics Environment. Forthcoming in the Proceedings of the 47th Annual Meeting of the Cognitive Science Society, CogSci 2025.
(2025). Goals as Reward-Producing Programs. Nature Machine Intelligence.
(2025). Generate-Feedback-Refine: How Much Does Model Quality in Each Role Matter?. Deep Learning 4 Code @ ICLR 2025.
(2024). Toward Complex and Structured Goals in Reinforcement Learning. Finding the Frame @ RLC 2024.
(2024). Spatial relation categorization in infants and deep neural networks. Cognition.
(2024). Toward Human-AI Alignment in Large-Scale Multi-Player Games. Wordplay @ ACL 2024, Association for Computational Linguistics.