A Little Less Conversation, a Little More Action, Please: Investigating the Physical Common-Sense of LLMs in a 3D Embodied Environment

Matteo G. Mecattaf, Ben Slater, Marko Tesic, Jonathan E. Prunty, Konstantinos Voudouris, Lucy G. Cheke. A Little Less Conversation, a Little More Action, Please: Investigating the Physical Common-Sense of LLMs in a 3D Embodied Environment. In Yi Mei 0001, Chao Qian 0001, Quan Bai 0001, Bing Xue 0001, Sankalp Khanna, editors, PRICAI 2025: Trends in Artificial Intelligence - 22nd Pacific Rim International Conference on Artificial Intelligence, PRICAI 2025, Wellington, New Zealand, November 17-21, 2025, Proceedings, Part III. Volume 16453 of Lecture Notes in Computer Science, pages 272-287, Springer, 2025. [doi]

Authors

Matteo G. Mecattaf

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Ben Slater

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Marko Tesic

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Jonathan E. Prunty

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Konstantinos Voudouris

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Lucy G. Cheke

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