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IGLU Gridworld: Simple and Fast Environment for Embodied Dialog Agents



Artem Zholus , Alexey Skrynnik , Shrestha Mohanty , Zoya Volovikova , Julia Kiseleva , Artur Szlam , Marc-Alexandre Cot茅 , Aleksandr I. Panov


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IGLU 2022: Interactive Grounded Language Understanding in a Collaborative Environment at NeurIPS 2022



Julia Kiseleva , Alexey Skrynnik , Artem Zholus , Shrestha Mohanty , Negar Arabzadeh , Marc-Alexandre C么t茅 , Mohammad Aliannejadi , Milagro Teruel , Ziming Li , Mikhail Burtsev , Maartje ter Hoeve , Zoya Volovikova , Aleksandr Panov , Yuxuan Sun , Kavya Srinet , Arthur Szlam , Ahmed Awadallah

* arXiv admin note: text overlap with arXiv:2110.06536 

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Interactive Grounded Language Understanding in a Collaborative Environment: IGLU 2021



Julia Kiseleva , Ziming Li , Mohammad Aliannejadi , Shrestha Mohanty , Maartje ter Hoeve , Mikhail Burtsev , Alexey Skrynnik , Artem Zholus , Aleksandr Panov , Kavya Srinet , Arthur Szlam , Yuxuan Sun , Marc-Alexandre C么t茅 Katja Hofmann , Ahmed Awadallah , Linar Abdrazakov , Igor Churin , Putra Manggala , Kata Naszadi , Michiel van der Meer , Taewoon Kim

* Proceedings of Machine Learning Research NeurIPS 2021 Competition and Demonstration Track 
* arXiv admin note: substantial text overlap with arXiv:2110.06536 

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Multitask Adaptation by Retrospective Exploration with Learned World Models



Artem Zholus , Aleksandr I. Panov


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NeurIPS 2021 Competition IGLU: Interactive Grounded Language Understanding in a Collaborative Environment



Julia Kiseleva , Ziming Li , Mohammad Aliannejadi , Shrestha Mohanty , Maartje ter Hoeve , Mikhail Burtsev , Alexey Skrynnik , Artem Zholus , Aleksandr Panov , Kavya Srinet , Arthur Szlam , Yuxuan Sun , Katja Hofmann , Michel Galley , Ahmed Awadallah


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Continuous Histogram Loss: Beyond Neural Similarity



Artem Zholus , Evgeny Putin


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