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Meta-Learning of Compositional Task Distributions in Humans and Machines


Oct 05, 2020
Sreejan Kumar, Ishita Dasgupta, Jonathan D. Cohen, Nathaniel D. Daw, Thomas L. Griffiths


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Analyzing machine-learned representations: A natural language case study


Sep 12, 2019
Ishita Dasgupta, Demi Guo, Samuel J. Gershman, Noah D. Goodman

* This article supersedes a previous article arXiv:1802.04302 

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Causal Reasoning from Meta-reinforcement Learning


Jan 23, 2019
Ishita Dasgupta, Jane Wang, Silvia Chiappa, Jovana Mitrovic, Pedro Ortega, David Raposo, Edward Hughes, Peter Battaglia, Matthew Botvinick, Zeb Kurth-Nelson


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Evaluating Compositionality in Sentence Embeddings


May 17, 2018
Ishita Dasgupta, Demi Guo, Andreas Stuhlmüller, Samuel J. Gershman, Noah D. Goodman


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