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


May 24, 2023
Ruoyao Wang, Graham Todd, Eric Yuan, Ziang Xiao, Marc-Alexandre Côté, Peter Jansen

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* 10 pages 
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Augmenting Autotelic Agents with Large Language Models


May 21, 2023
Cédric Colas, Laetitia Teodorescu, Pierre-Yves Oudeyer, Xingdi Yuan, Marc-Alexandre Côté

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A Song of Ice and Fire: Analyzing Textual Autotelic Agents in ScienceWorld


Feb 24, 2023
Laetitia Teodorescu, Xingdi Yuan, Marc-Alexandre Côté, Pierre-Yves Oudeyer

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* In review at ICML 2023 
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Collecting Interactive Multi-modal Datasets for Grounded Language Understanding


Nov 18, 2022
Shrestha Mohanty, Negar Arabzadeh, Milagro Teruel, Yuxuan Sun, Artem Zholus, Alexey Skrynnik, Mikhail Burtsev, Kavya Srinet, Aleksandr Panov, Arthur Szlam, Marc-Alexandre Côté, Julia Kiseleva

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* Interactive Learning for Natural Language Processing NeurIPS 2022 Workshop 
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Learning to Solve Voxel Building Embodied Tasks from Pixels and Natural Language Instructions


Nov 01, 2022
Alexey Skrynnik, Zoya Volovikova, Marc-Alexandre Côté, Anton Voronov, Artem Zholus, Negar Arabzadeh, Shrestha Mohanty, Milagro Teruel, Ahmed Awadallah, Aleksandr Panov, Mikhail Burtsev, Julia Kiseleva

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* 6 pages, 3 figures 
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Behavior Cloned Transformers are Neurosymbolic Reasoners


Oct 13, 2022
Ruoyao Wang, Peter Jansen, Marc-Alexandre Côté, Prithviraj Ammanabrolu

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TextWorldExpress: Simulating Text Games at One Million Steps Per Second


Aug 01, 2022
Peter A. Jansen, Marc-Alexandre Côté

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* 6 pages 
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Automatic Exploration of Textual Environments with Language-Conditioned Autotelic Agents


Jul 08, 2022
Laetitia Teodorescu, Eric Yuan, Marc-Alexandre Côté, Pierre-Yves Oudeyer

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