Difference between revisions of "Doina Precup"

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(Created page with "'''Home * People * Doina Precup''' FILE:DoinaPrecup.jpg|border|right|thumb|link=https://www.cs.mcgill.ca/~dprecup/| Doina Precup <ref>[https://www.cs.mcg...")
 
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* [https://scholar.google.com/citations?user=1Nk3WZoAAAAJ&hl=en Scott Fujimoto], [https://scholar.google.ca/citations?user=gFwEytkAAAAJ&hl=en David Meger], [[Doina Precup]] ('''2018'''). ''Off-Policy Deep Reinforcement Learning without Exploration''. [https://arxiv.org/abs/1812.02900 arXiv:1812.02900]
 
* [https://scholar.google.com/citations?user=1Nk3WZoAAAAJ&hl=en Scott Fujimoto], [https://scholar.google.ca/citations?user=gFwEytkAAAAJ&hl=en David Meger], [[Doina Precup]] ('''2018'''). ''Off-Policy Deep Reinforcement Learning without Exploration''. [https://arxiv.org/abs/1812.02900 arXiv:1812.02900]
 
==2020 ...==
 
==2020 ...==
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* [https://scholar.google.ca/citations?user=yVtSOt8AAAAJ&hl=en Emmanuel Bengio], [[Joelle Pineau]], [[Doina Precup]] ('''2020'''). ''Interference and Generalization in Temporal Difference Learning''. [https://arxiv.org/abs/2003.06350 arXiv:2003.06350]
 
* [https://scholar.google.com/citations?user=HT85tXsAAAAJ&hl=en Mohammad Pezeshki], [https://scholar.google.com/citations?user=jKqh8jAAAAAJ&hl=en Sékou-Oumar Kaba], [[Mathematician#YBengio|Yoshua Bengio]] , [[Mathematician#ACourville|Aaron Courville]] , [[Doina Precup]], [https://scholar.google.com/citations?user=ifu_7_0AAAAJ&hl=en Guillaume Lajoie] ('''2020'''). ''Gradient Starvation: A Learning Proclivity in Neural Networks''. [https://arxiv.org/abs/2011.09468 arXiv:2011.09468]
 
* [https://scholar.google.com/citations?user=HT85tXsAAAAJ&hl=en Mohammad Pezeshki], [https://scholar.google.com/citations?user=jKqh8jAAAAAJ&hl=en Sékou-Oumar Kaba], [[Mathematician#YBengio|Yoshua Bengio]] , [[Mathematician#ACourville|Aaron Courville]] , [[Doina Precup]], [https://scholar.google.com/citations?user=ifu_7_0AAAAJ&hl=en Guillaume Lajoie] ('''2020'''). ''Gradient Starvation: A Learning Proclivity in Neural Networks''. [https://arxiv.org/abs/2011.09468 arXiv:2011.09468]
  

Revision as of 21:44, 12 April 2021

Home * People * Doina Precup

Doina Precup [1]

Doina Precup,
an Romanian computer scientist and Ph.D. in Computer Science from the University of Massachusetts, Amherst under advisor Richard Sutton in 2000 [2]. She defended her B.Sc. and M.Sc. degrees in computer science and engineering at the Technical University of Cluj-Napoca in 1994 and 1995 respectively. In July 2000, she joined the School of Computer Science at McGill University, and is also affiliated with DeepMind. Doina Precup’s research interests lie mainly in the field of machine learning. She is especially interested in the learning problems that face a decision-maker interacting with a complex, uncertain environment [3] .

Selected Publications

[4]

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External Links

References

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