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Andrew Barto information


Andrew G. Barto
Bornc. 1948 (age 75–76)
NationalityAmerican
Alma materUniversity of Michigan
AwardsIEEE Neural Networks Society Pioneer Award, IJCAI Award for Research Excellence
Scientific career
FieldsComputer science
InstitutionsUniversity of Massachusetts Amherst
Doctoral studentsRichard S. Sutton

Andrew G. Barto (born c. 1948) is an American computer scientist, currently Professor Emeritus of computer science at University of Massachusetts Amherst. Barto is best known for his foundational contributions to the field of modern computational reinforcement learning.[1]

  1. ^ "IJCAI 2017 Awards". 19 August 2017. Retrieved September 6, 2022.

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Andrew Barto

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Andrew G. Barto (born c. 1948) is an American computer scientist, currently Professor Emeritus of computer science at University of Massachusetts Amherst...

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Statement on AI risk of extinction

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Martin Hellman, Bill McKibben, Angela Kane, Audrey Tang, David Silver, Andrew Barto, Mira Murati, Pattie Maes, Eric Horvitz, Peter Norvig, Joseph Sifakis...

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Barto

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and coach Barto Township, Roseau County, Minnesota Barto, Pennsylvania Andrew Barto (born 1948), professor of computer science Tzimon Barto (born 1963)...

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Bayesian optimization

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27, Issue 2, pp 93–103 (2009) Scott Kuindersma, Roderic Grupen, and Andrew Barto. Variable Risk Control via Stochastic Optimization. International Journal...

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Constructing skill trees

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skill tree. CST was introduced by George Konidaris, Scott Kuindersma, Andrew Barto and Roderic Grupen in 2010. CST consists of mainly three parts;change...

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List of University of Michigan alumni

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contributions to micro-electro-mechanical resonators and resonant gyroscopes Andrew Barto, IEEE Fellow; IEEE Neural Networks Society Pioneer Award Paul R. Berger...

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List of computer scientists

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EDVAC (1949), UNIVAC (1951) to develop early "stored program" computers Andrew Barto Friedrich L. Bauer – Stack (data structure), Sequential Formula Translation...

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Temporal difference learning

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CS1 maint: multiple names: authors list (link) Sutton, Richard S.; Barto, Andrew G. (2018). Reinforcement Learning: An Introduction (2nd ed.). Cambridge...

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William Duell

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reading of Evening Primrose by Stephen Sondheim. Duell married his wife, Mary Barto, in 2004. Duell died of respiratory failure in December 2011. He was 88...

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Reinforcement learning

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2017-03-30. Retrieved 2017-03-29. Sutton & Barto 2018, §6. Temporal-Difference Learning. Bradtke, Steven J.; Barto, Andrew G. (1996). "Learning to predict by...

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List of University of Massachusetts Amherst faculty

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Bair Business Dean's Professor of Financial Regulatory Policy 1954– Andrew Barto Computer Science Professor of Computer Science, Chair of Computer Science...

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Glossary of artificial intelligence

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." The Guardian. Guardian News and Media Limited. Sutton, Richard & Andrew Barto (1998). Reinforcement Learning. MIT Press. ISBN 978-0-585-02445-5. Archived...

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Skill chaining

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domains by the related Deep skill chaining algorithm. Konidaris, George; Andrew Barto (2009). "Skill discovery in continuous reinforcement learning domains...

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IJCAI Award for Research Excellence

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in both the theory and application of statistical machine learning. Andrew Barto (2017) for his pioneering work in the theory of reinforcement learning...

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Andy McCluskey

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Explodes's David Balfe, The Time Frequency's Jon Campbell, and Kraftwerk's Karl Bartos, who hailed him as "such an excellent songwriter". Joy Division and New...

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Machine learning control

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Neural Computing & Applications (Springer), vol. 6, no. 4, pp. 214-228. Andrew G. Barto (December 1994) "Reinforcement learning control", Current Opinion in...

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Mountain car problem

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22(1/2/3):123-158. [Sutton and Barto, 1998] Reinforcement Learning: An Introduction. Richard S. Sutton and Andrew G. Barto. A Bradford Book. The MIT Press...

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Kraftwerk

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machines, and vocoders. Wolfgang Flür joined the band in 1973 and Karl Bartos in 1975, expanding the band to a quartet. Since the band's formation, it...

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Deep reinforcement learning

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the original on 2010-02-09. Retrieved 2017-03-10. Sutton, Richard; Barto, Andrew (September 1996). Reinforcement Learning: An Introduction. Athena Scientific...

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Sergey Mikhalkov

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Since the 1930s, he has rivaled Korney Chukovsky, Samuil Marshak and Agniya Barto as the most popular poet writing for Russophone children. His poems about...

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