Natasha Jaques - AI Profile

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Personalized Multitask Learning for Predicting Tomorrow's Mood, Stress, and Health

Sara Ann Taylor,Natasha Jaques,Ehimwenma Nosakhare,Akane Sano,Rosalind W. Picard

IEEE Transactions on Affective Computing, no. 2 (2020): 200-213

Cited by44WOSEIBibtex

Human centric dialog training via offline reinforcement learning

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

EMNLP 2020, pp.3985-4003, (2020)

Bibtex

Emergent Complexity and Zero-shot Transfer via Unsupervised Environment Design

Michael Dennis,Natasha Jaques, Eugene Vinitsky,Alexandre Bayen,Stuart Russell,Andrew Critch,Sergey Levine

NIPS 2020, (2020)

Cited by1EIBibtex

Multi-agent Social Reinforcement Learning Improves Generalization

Kamal Ndousse,Douglas Eck,Sergey Levine,Natasha Jaques

Bibtex

Hierarchical Reinforcement Learning for Open-Domain Dialog

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

national conference on artificial intelligence, (2020)

Cited by5Bibtex

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

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

Cited by19Bibtex

Approximating Interactive Human Evaluation withSelf-Play for Open-Domain Dialog Systems

Asma Ghandeharioun, Judy Hanwen Shen,Natasha Jaques, Craig Ferguson, Noah Jones, Agata Garcia,Rosalind Picard

neural information processing systems, (2019)

Bibtex

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

Asma Ghandeharioun,Judy Hanwen Shen,Natasha Jaques, Craig Ferguson, Noah Jones, Àgata Lapedriza,Rosalind W. Picard

ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 32 (NIPS 2019), (2019): 13658-13669

Cited by15EIBibtex

Learning via social awareness: improving sketch representations with facial feedback

Natasha Jaques,Jesse Engel, David Ha, Fred Bertsch,Rosalind W. Picard,Douglas Eck

ICLR, (2018)

Cited by11EIBibtex

Learning via social awareness: Improving a deep generative sketching model with facial feedback

Natasha Jaques, Jennifer McCleary,Jesse Engel, David Ha, Fred Bertsch,Rosalind W. Picard,Douglas Eck

AffComp@IJCAI, pp.1-9, (2018)

EIBibtex

Social Influence as Intrinsic Motivation for Multi-Agent Deep Reinforcement Learning

Natasha Jaques,Angeliki Lazaridou,Edward Hughes,Caglar Gulcehre,Pedro A. Ortega, Dj Strouse,Joel Z. Leibo,Nando de Freitas

arXiv: Learning, (2018)

Cited by90EIBibtex

Vomit Comet Physiology: Autonomic Changes in Novice Flyers

Kristina T. Johnson, Sara Taylor,Szymon Fedor,Natasha Jaques,Weixuan Chen,Rosalind W. Picard

EMBC, (2018): 1172-1176

EIWOSBibtex

Intrinsic Social Motivation via Causal Influence in Multi-Agent RL

Natasha Jaques,Angeliki Lazaridou, Edward Hughes,Çaglar Gülçehre, Pedro A. Ortega, DJ Strouse,Joel Z. Leibo,Nando de Freitas

arXiv: Learning, (2018)

Cited by30EIBibtex

Learning via Social Awareness: Improving a Deep Generative Sketching Model with Facial Feedback

Natasha Jaques, Jennifer McCleary,Jesse H. Engel, David Ha, Fred Bertsch,Douglas Eck,Rosalind W. Picard

international joint conference on artificial intelligence, pp.1-9, (2018)

Bibtex

Multimodal autoencoder: A deep learning approach to filling in missing sensor data and enabling better mood prediction

Natasha Jaques, Sara Taylor,Akane Sano,Rosalind W. Picard

ACII, pp.202-208, (2017)

Cited by4EIBibtex

Sequence Tutor: Conservative Fine-Tuning of Sequence Generation Models with KL-control

Natasha Jaques,Shixiang Gu,Dzmitry Bahdanau,José Miguel Hernández-Lobato,Richard E. Turner,Douglas Eck

ICML, pp.1645-1654, (2017)

Cited by85EIBibtex

Predicting Tomorrow's Mood, Health, and Stress Level using Personalized Multitask Learning and Domain Adaptation

Natasha Jaques,Ognjen (Oggi) Rudovic, Sara Taylor,Akane Sano,Rosalind W. Picard

AffComp@IJCAI, pp.17-33, (2017)

Cited by32EIBibtex

0795 IMPORTANCE OF SLEEP DATA IN PREDICTING NEXT-DAY STRESS, HAPPINESS, AND HEALTH IN COLLEGE STUDENTS

Sara Ann Taylor,N Jaques,E Nosakhare,Akane Sano, Elizabeth B. Klerman,Rosalind W. Picard

SLEEP, no. SUPnan (2017): A294-A295

Bibtex

Tuning Recurrent Neural Networks with Reinforcement Learning

Natasha Jaques,Shixiang Gu,Richard E. Turner,Douglas Eck

international conference on learning representations, (2017)

Cited by44EIBibtex

Personality, Attitudes, and Bonding in Conversations

Natasha Jaques, Yoo Lim Kim,Rosalind W. Picard

IVA, pp.378-382, (2016)

Cited by2EIBibtex

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