| 词条 | Leslie P. Kaelbling |
| 释义 |
| name = Leslie P. Kaelbling | image = | image_size = | alt = | caption = | birth_date = | birth_place = | death_date = | death_place = | nationality = American | fields = Robotics Computer Science | work_institutions = SRI International Brown University Massachusetts Institute of Technology | alma_mater = Stanford University | doctoral_advisor = Nils J. Nilsson | doctoral_students = Michael L. Littman Hagit Shatkay Leonid Peshkin | thesis_title = Learning in Embedded Systems | thesis_year = 1990 | thesis_url = http://search.proquest.com/docview/303871770/ | known_for = Partially observable Markov decision process Founder and first editor-in-chief of the Journal of Machine Learning Research | awards = IJCAI Computers and Thought Award (1997) AAAI Fellow (2000) | website = {{URL|http://people.csail.mit.edu/lpk/}} }}Leslie Pack Kaelbling is an American roboticist and the Panasonic Professor of Computer Science and Engineering at the Massachusetts Institute of Technology.[1] She is widely recognized for adapting partially observable Markov decision process from operations research for application in artificial intelligence and robotics.[2][3][4] Kaelbling received the IJCAI Computers and Thought Award in 1997 for applying reinforcement learning to embedded control systems and developing programming tools for robot navigation.[5] In 2000, she was elected as a Fellow of the Association for the Advancement of Artificial Intelligence.[6] CareerKaelbling received an A. B. in Philosophy in 1983 and a Ph. D. in Computer Science in 1990, both from Stanford University.[7] During this time she was also affiliated with the Center for the Study of Language and Information.[8] She then worked at SRI International and the affiliated robotics spin-off Teleos Research before joining the faculty at Brown University. She left Brown in 1999 to join the faculty at MIT.[9] Her research focuses on decision-making under uncertainty, machine learning, and sensing with applications to robotics.[7] Journal of Machine Learning ResearchIn the spring of 2000, she and two-thirds of the editorial board of the Kluwer-owned journal Machine Learning resigned in protest to its pay-to-access archives with simultaneously limited financial compensation for authors.[10] Kaelbling co-founded and served as the first editor-in-chief of the Journal of Machine Learning Research, a peer-reviewed open access journal on the same topics which allows researchers to publish articles for free and retain copyright with its archives freely available online.[11] In response to the mass resignation, Kluwer changed their publishing policy to allow authors to self-archive their papers online after peer-review. Kaelbling responded that this policy was reasonable and would have made the creation of an alternative journal unnecessary, but the editorial board members had made it clear they wanted such a policy and it was only after the threat of resignations and the actual founding of JMLR that the publishing policy finally changed.[12] Selected works
A highly cited survey on the field of reinforcement learning.
References1. ^{{cite web|title=Keynote Plenary - Leslie Pack Kaelbling|url=https://www.icra2016.org/conference/keynotes-plenaries/leslie-pack-kaelbling/|website=2016 IEEE International Conference on Robotics and Automation|accessdate=12 August 2017|date=10 March 2016}} {{Robotics}}{{Authority control}}{{DEFAULTSORT:Kaelbling, Leslie P.}}2. ^{{cite web|last1=Littman|first1=Michael|title=POMDP information page|url=https://www.cs.rutgers.edu/~mlittman/topics/pomdp-page.html|website=Rutgers University|accessdate=12 August 2017}} 3. ^TOMAS LOZANO-PEREZ: An Interview Conducted by Selma Šabanovic with Matthew R. Francisco, IEEE History Center, 28 August 2011. Interview #733 for Indiana University and IEEE History Center, The Institute of Electrical and Electronics Engineers Inc. 4. ^{{cite web|title=POMDPS in robotics|url=http://robotics.itee.uq.edu.au/~PomdpInRobotics/doku.php/schedule?id=page|website=University of Queensland|accessdate=12 August 2017|language=en}} 5. ^{{cite web|last1=Sakama|first1=Chiaki|title=15th International Joint Conference on Artificial Intelligence|url=http://www.cs.ucy.ac.cy/compulog/newpage17.htm|accessdate=12 August 2017}} 6. ^AAAI Fellows, retrieved 2010-01-25. 7. ^1 {{cite web|title=Leslie Kaelbling|url=https://www.csail.mit.edu/user/808|website=MIT Computer Science and Artificial Intelligence Laboratory|accessdate=12 August 2017}} 8. ^{{cite journal|last1=Kaelbling|first1=Leslie Pack|title=Learning as an Increase in Knowledge|journal=Technical report, Center for the Study of Language and Information|date=1987}} 9. ^{{cite web|title=Brown AI: People|url=https://cs.brown.edu/research/ai/people.html|website=Department of Computer Science|publisher=Brown University|accessdate=12 August 2017}} 10. ^{{cite web |last1=Shieber |first1=Stuart |title=An efficient journal |url=https://blogs.harvard.edu/pamphlet/2012/03/06/an-efficient-journal/ |website=The Occasional Pamphlet |accessdate=12 February 2017 |date=6 March 2012}} 11. ^JMLR editorial board, retrieved 2010-01-25. 12. ^{{cite journal|last1=Robin|first1=Peek|title=Machine Learning's Editorial Board Divided|journal=Information Today|date=1 December 2001|volume=18|issue=11|url=https://www.questia.com/magazine/1P3-95801675/machine-learning-s-editorial-board-divided|language=en}} 13 : Year of birth missing (living people)|Living people|American roboticists|Women in computing|Women computer scientists|Massachusetts Institute of Technology faculty|Fellows of the Association for the Advancement of Artificial Intelligence|Machine learning researchers|Computer science educators|Stanford University alumni|SRI International people|Brown University faculty|Artificial intelligence researchers |
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