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Picture for Asma Ghandeharioun

Human-centric Dialog Training via Offline Reinforcement Learning


Oct 12, 2020
Natasha Jaques, Judy Hanwen Shen, Asma Ghandeharioun, Craig Ferguson, Agata Lapedriza, Noah Jones, Shixiang Shane Gu, Rosalind Picard

* To appear in EMNLP 2020 (long paper) 

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Characterizing Sources of Uncertainty to Proxy Calibration and Disambiguate Annotator and Data Bias


Oct 05, 2019
Asma Ghandeharioun, Brian Eoff, Brendan Jou, Rosalind W. Picard

* Accepted for presentation at 2019 ICCV Workshop on Interpreting and Explaining Visual Artificial Intelligence Models 

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Hierarchical Reinforcement Learning for Open-Domain Dialog


Sep 18, 2019
Abdelrhman Saleh, Natasha Jaques, Asma Ghandeharioun, Judy Hanwen Shen, Rosalind Picard


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Way Off-Policy Batch Deep Reinforcement Learning of Implicit Human Preferences in Dialog


Jul 08, 2019
Natasha Jaques, Asma Ghandeharioun, Judy Hanwen Shen, Craig Ferguson, Agata Lapedriza, Noah Jones, Shixiang Gu, Rosalind Picard


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Approximating Interactive Human Evaluation with Self-Play for Open-Domain Dialog Systems


Jun 21, 2019
Asma Ghandeharioun, Judy Hanwen Shen, Natasha Jaques, Craig Ferguson, Noah Jones, Agata Lapedriza, Rosalind Picard


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Multimodal Prediction and Personalization of Photo Edits with Deep Generative Models


Apr 17, 2017
Ardavan Saeedi, Matthew D. Hoffman, Stephen J. DiVerdi, Asma Ghandeharioun, Matthew J. Johnson, Ryan P. Adams


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