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词条 Joëlle Pineau
释义

  1. Early life and education

  2. Research and career

  3. References

{{Infobox scientist
| name = Joelle Pineau
| workplaces = {{Plainlist|
  • Facebook
  • McGill University

}}
| awards = AAAI Fellow (2018)
| alma_mater ={{Plainlist|
  • Carnegie Mellon University
  • University of Waterloo

}}
| birth_date = {{birth year and age|1974}}
| academic_advisors = Sebastian Thrun
Geoffrey J. Gordon
| thesis_title = Tractable Planning Under Uncertainty: Exploiting Structure
| thesis_url = http://ri.cmu.edu/pub_files/pub4/pineau_joelle_2004_1/pineau_joelle_2004_1.pdf
| thesis_year = 2004
| website = {{Official URL}}
}}

Joëlle Pineau (born 1974) is a Canadian Computer Scientist and Associate Professor at McGill University.[1] She is the lead of Facebook's Artificial Intelligence Research lab (FAIR) in Montreal, Canada.

Early life and education

Pineau was born in Ottawa, Ontario.[2] She played violin in the Ottawa Symphony Orchestra.[2][3] She eventually studied engineering at the University of Waterloo.[4] She completed her postgraduate education in robotics at Carnegie Mellon University in 2004.[4][5] A chapter of Pineau's Masters thesis, Point-based value iteration: An anytime algorithm for POMDPs, has been published and cited almost 1,000 times.[6] Her doctoral thesis, Tractable Planning Under Uncertainty: Exploiting Structure, was supervised by Sebastian Thrun and Geoff Gordon.[7]

Research and career

Pineau develops models for algorithms and models that allow learning in partially complex domains.[4] She is co-director of McGill University's Reasoning and Learning Lab.[8] She founded two start-ups that develop robotic assistants for the elderly; the SmartWheeler initiative and the Nursebot platform.[9][10] SmartWheeler is a multi-modal wheelchair that combines artificial intelligence and robotics.[11]

She is a Fellow of the Association for the Advancement of Artificial Intelligence (AAAI) and a Senior Fellow of the Canadian Institute for Advanced Research.[4] In 2016 she was inducted into the Royal Society of Canada College of New Scholars, Artists and Scientists.[12] Pineau investigates approaches to personal medicine, using data from medical charts, X-ray images, clinical notes and lab reports to generate new treatment strategies.[13] She teaches Artificial intelligence how to analyse medical scans.[14] Her team have used Deep learning for detecting seizures.[15] She serves as an editor of the Journal of Artificial Intelligence Research (JAIR) and the Journal of Machine Learning Research (JMLR).[16][17] She has given lectures for the Artificial Intelligence Channel.[18]

In 2017 Pineau was appointed the head of the Facebook AI Research Lab in Montreal.[19] She won a Facebook Research Award.[20] She spoke at the third annual Canada 2020 conference.[21] Here she focuses on reinforcement learning, deep learning, computer vision and video understanding.[19] In 2018 she won the Natural Sciences and Engineering Research Council E.W.R. Steacie Memorial Fellowship.[13] She challenges Artificial intelligence research that is not reproducible.[22] She is President of the International Machine Learning Society.[23][24]

References

1. ^{{Google scholar id}}
2. ^1 {{Cite news|url=https://lactualite.com/techno/2017/10/13/le-cv-joelle-pineau/|title=Le CV : Joëlle Pineau|last=Castonguay|first=Alec|work=L’actualité|access-date=2018-07-28|language=fr-CA}}
3. ^{{Cite web|url=https://www.20minutes.fr/arts-stars/culture/2300215-20180703-facebook-joelle-pineau-femme-pese-milieu-intelligence-artificielle|title=Facebook: Qui est Joëlle Pineau, la femme qui pèse dans le milieu de l'intelligence artificielle?|website=www.20minutes.fr|language=fr|access-date=2018-07-27}}
4. ^1 2 3 {{Cite web|url=https://www.cs.mcgill.ca/~jpineau/|title=Joelle Pineau's Home|website=www.cs.mcgill.ca|access-date=2018-07-27}}
5. ^{{Cite web|url=https://www.cifar.ca/bio/joelle-pineau|title=Bio - Joelle Pineau|website=CIFAR|language=en-ca|access-date=2018-07-27}}
6. ^{{Cite web|url=https://www.ri.cmu.edu/publications/point-based-value-iteration-an-anytime-algorithm-for-pomdps/|title=Point-based value iteration: An anytime algorithm for POMDPs|last=Krause|first=Alex|website=The Robotics Institute Carnegie Mellon University|language=en-US|access-date=2018-07-28}}
7. ^{{Cite web|url=https://www.ri.cmu.edu/ri-people/joelle-pineau/|title=Joelle Pineau - The Robotics Institute Carnegie Mellon University|website=www.ri.cmu.edu|language=en-US|access-date=2018-07-27}}
8. ^{{Cite web|url=https://publications.mcgill.ca/reporter/2017/09/joelle-pineau-to-head-new-facebook-ai-fair-lab-in-montreal/|title=Joëlle Pineau to head new Facebook AI (FAIR) lab in Montreal : McGill Reporter|website=publications.mcgill.ca|language=en-US|access-date=2018-07-27}}
9. ^{{Cite web|url=http://www.cs.cmu.edu/~rll/guide2001/flo/html/flo.html|title=Towards Personal Service Robots for the Elderly|website=www.cs.cmu.edu|access-date=2018-07-27}}
10. ^{{Cite web|url=https://homes.cs.washington.edu/~mausam/AIpresentation/elderly.htm|title=Nursebot : Towards Personal Service Robots for the Elderly|website=homes.cs.washington.edu|access-date=2018-07-27}}
11. ^{{Cite web|url=https://publications.mcgill.ca/reporter/2017/04/a-robot-you-can-drive-meet-mcgills-smartwheeler/|title=Smart wheelchair gives users more autonomy : McGill Reporter|website=publications.mcgill.ca|language=en-US|access-date=2018-07-27}}
12. ^{{Cite web|url=https://rsc-src.ca/en/college-new-scholars-artists-and-scientists|title=The College of New Scholars, Artists and Scientists {{!}} The Royal Society of Canada|website=rsc-src.ca|language=en|access-date=2018-07-27}}
13. ^1 {{Cite web|url=http://www.nserc-crsng.gc.ca/Prizes-Prix/Steacie-Steacie/Index-Index_eng.asp|title=NSERC - E.W.R. Steacie Memorial Fellowships|last=Division|first=Government of Canada, Natural Sciences and Engineering Research Council of Canada, Communications|website=www.nserc-crsng.gc.ca|language=en|access-date=2018-07-27|date=2016-06-28}}
14. ^{{Cite news|url=http://mashable.france24.com/tech-business/20180629-joelle-pineau-facebook-fair-ia-mcgill-usi|title="Les machines peuvent être créatives", assure Joëlle Pineau, à la tête du laboratoire FAIR de Facebook à Montréal|last=BRUEL|first=Benjamin|date=2018-06-29|work=Mashable avec France 24|access-date=2018-07-27|language=fr-FR}}
15. ^{{Cite journal |last=Talathi |first=S.S. |date=2017-06-05 |title=Deep Recurrent Neural Networks for seizure detection and early seizure detection systems|doi=10.2172/1366924 }}
16. ^{{Cite web |url= https://www.jair.org/index.php/jair/about/editorialTeam |title= Editorial Team {{!}} Journal of Artificial Intelligence Research |website= www.jair.org |language=en-US |access-date= 2018-07-27}}
17. ^{{Cite web |url= http://jmlr.csail.mit.edu/editorial-board.html |title=JMLR Editorial Board |website= jmlr.csail.mit.edu |access-date= 2018-07-27}}
18. ^{{Citation |last=The Artificial Intelligence Channel|title=Canada's Artificial Intelligence Revolution - Dr. Joelle Pineau |date= 2017-11-11 |url= https://www.youtube.com/watch?v=8JdeTqRhwEs |access-date=2018-07-27}}
19. ^1 {{Cite web |url= https://research.fb.com/a-conversation-with-dr-joelle-pineau-head-of-new-fair-lab-in-montreal |title=A conversation with Dr. Joëlle Pineau, head of new FAIR lab in Montreal |website=Facebook Research |language=en-US |access-date=2018-07-27}}
20. ^{{Cite web |url=https://research.fb.com/programs/faculty-awards/page/8/|title=Research Award Recipients|website=Facebook Research|language=en-US|access-date=2018-07-28}}
21. ^{{Citation|last=Canada 2020|title=Artificial Intelligence, Made in Canada|date=2016-11-11|url=https://www.youtube.com/watch?v=MYfp9-kZxzI|access-date=2018-07-27}}
22. ^{{Cite news|url=https://qz.com/1118671/the-titans-of-ai-are-getting-their-work-double-checked-by-students/|title=The titans of AI are getting their work double-checked by students|last=Gershgorn|first=Dave|work=Quartz|access-date=2018-07-27|language=en-US}}
23. ^{{Cite web|url=https://www.re-work.co/events/deep-learning-summit-montreal-canada-track1-2017/speakers/joelle-pineau|title=RE•WORK {{!}} Joelle Pineau|website=www.re-work.co|language=en|access-date=2018-07-27}}
24. ^{{Cite news|url=https://www.c2montreal.com/speaker/joelle-pineau/|title=Dr. Joëlle Pineau {{!}} The mentor of machines|work=C2 Montréal|access-date=2018-07-27|language=en-US}}
{{Authority control}}{{DEFAULTSORT:Pineau, Joelle}}

11 : Artificial intelligence researchers|1974 births|Women computer scientists|Carnegie Mellon University alumni|University of Waterloo alumni|McGill University faculty|Fellows of the Association for the Advancement of Artificial Intelligence|Facebook employees|Living people|Date of birth missing (living people)|People from Ottawa
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