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Applied mathematics / Reinforcement learning / Algorithm / Markov decision process / Speech recognition / E-learning / Computer / Finite-state machine / Statistics / Education / Models of computation


Reading Between the Lines: Learning to Map High-level Instructions to Commands S.R.K. Branavan, Luke S. Zettlemoyer, Regina Barzilay Computer Science and Artificial Intelligence Laboratory Massachusetts Institute of Tech
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Document Date: 2010-09-23 08:16:37


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City

Cambridge / /

Company

MIT Press / Brodsky / Csaba Szepesvari / Microsoft / Artificial Intelligence Laboratory / /

Country

United States / /

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Facility

Artificial Intelligence Laboratory Massachusetts Institute of Technology / University of Massachusetts Amherst / /

IndustryTerm

software troubleshooting / modified search-thenconverge algorithm / policy gradient algorithm / policy-gradient reinforcement learning algorithm / stochastic gradient ascent algorithms / stochastic gradient algorithm / policygradient reinforcement learning algorithm / policy learning algorithm / spoken dialogue systems / reinforcement learning algorithm / statistical systems / click control panel double click network / learning algorithm / /

OperatingSystem

Windows 2000 / Microsoft Windows / /

Organization

National Science Foundation / University of Massachusetts Amherst / Massachusetts Institute of Technology / /

Person

Nate Kushman / Dan Roth / Bonnie Webber / Dan Goldwasser / Terry Winograd / Raymond J. Mooney / Micah Brodsky / Michael I. Jordan / David Chapman / James Timothy Oates / Diane Litman / Richard S. Sutton / Ioannis Konstas / Jost Schatzmann / Jacob Eisenstein / David Silver / Marilyn Walker / Benjamin Kuipers / Dina Katabi / Jeffrey Mark Siskind / James Clarke / Philip E. Agre / Dan Klein / Alex Lascarides / Tom Kwiatkowski / Norman Badler / Satinder Singh / David McAllester / Libby Levison Chris Geib / Michael Moore / S.R.K Branavan / Dana H. Ballard / Nicholas K. Jong / Harr Chen / Aria Haghighi / Steve Young / Andrew G. Barto / Peter Stone / Luke S. Zettlemoyer / Michael White / Barbara Di Eugenio / Leslie Pack Kaelbling / Percy Liang / S.R.K. Branavan / Michael Fleischman / Brian Stankiewicz / Nicholas Asher / Michael Kearns / Chen Yu / Deb Roy / Yishay Mansour / Warren B Powell / Matt MacMahon / Martin Rinard / Mark Steedman / Oliver Lemon / John Moody / Regina Barzilay / /

Position

manager High-level instruction / model / open device manager / manager As / /

PublishedMedium

Journal of Artificial Intelligence Research / Between the Lines / /

Technology

policygradient reinforcement learning algorithm / virtual machine / speech recognition / machine translation / modified search-thenconverge algorithm / policy learning algorithm / policy gradient algorithm / stochastic gradient algorithm / policy-gradient reinforcement learning algorithm / stochastic gradient ascent algorithms / caching / simulation / reinforcement learning algorithm / 5 Algorithm / GUI / /

URL

http /

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