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Formalising Concepts as Grounded Abstractions

Jan 13, 2021
Stephen Clark, Alexander Lerchner, Tamara von Glehn, Olivier Tieleman, Richard Tanburn, Misha Dashevskiy, Matko Bosnjak

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Grounded Language Learning Fast and Slow

Sep 15, 2020
Felix Hill, Olivier Tieleman, Tamara von Glehn, Nathaniel Wong, Hamza Merzic, Stephen Clark

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Multi-agent Communication meets Natural Language: Synergies between Functional and Structural Language Learning

May 14, 2020
Angeliki Lazaridou, Anna Potapenko, Olivier Tieleman

* to appear at ACL 2020 

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Never Give Up: Learning Directed Exploration Strategies

Feb 14, 2020
Adrià Puigdomènech Badia, Pablo Sprechmann, Alex Vitvitskyi, Daniel Guo, Bilal Piot, Steven Kapturowski, Olivier Tieleman, Martín Arjovsky, Alexander Pritzel, Andew Bolt, Charles Blundell

* Published as a conference paper in ICLR 2020 

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Shaping representations through communication: community size effect in artificial learning systems

Dec 12, 2019
Olivier Tieleman, Angeliki Lazaridou, Shibl Mourad, Charles Blundell, Doina Precup

* NeurIPS 2019 workshop on visually grounded interaction and language 

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A Factorial Mixture Prior for Compositional Deep Generative Models

Dec 18, 2018
Ulrich Paquet, Sumedh K. Ghaisas, Olivier Tieleman

* 16 pagers, 10 figures 

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