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Andrew G. Barto

university of massachusetts system

73H-index
244Paper Count
3.2WCitation Count
Published Papers 9
Publication Date
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Looking Back on the Actor-Critic Architecture
errieee transactions on cybernetics
IF8.7
err2021-01-01
err18
errOAAI
errBarto, Andrew G.; Sutton, Richard S.; Anderson, Charles W.
errShare
errSave
Reinforcement learning with analogue memristor arrays
errNATURE ELECTRONICS
IF40.9
err2019-03-15
err272
PREAI
errWang, Zhongrui; Li, Can; Song, Wenhao; Rao, Mingyi; Belkin, Daniel; Li, Yunning; Yan, Peng; Jiang, Hao; Lin, Peng; Hu, Miao; Strachan, John Paul; Ge, Ning; Barnell, Mark; Wu, Qing; Bartos, Andrew G.; Qiu, Qinru; Williams, R. Stanley; Xia, Qiangfei; Yang, J. Joshua
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errSave
Learning grounded finite-state representations from unstructured demonstrations
errINTERNATIONAL JOURNAL OF ROBOTICS RESEARCH
IF5
err2014-12-16
err163
errOAAI
errNiekum, Scott; Osentoski, Sarah; Konidaris, George; Chitta, Sachin; Marthi, Bhaskara; Barto, Andrew G.
errShare
errSave
Variable risk control via stochastic optimization
errINTERNATIONAL JOURNAL OF ROBOTICS RESEARCH
IF5
err2013-07-01
err30
PREAI
errKuindersma, Scott R.; Grupen, Roderic A.; Barto, Andrew G.
errShare
errSave
Robot learning from demonstration by constructing skill trees
errINTERNATIONAL JOURNAL OF ROBOTICS RESEARCH
IF5
err2011-12-05
err207
errOAAI
errKonidaris, George; Kuindersma, Scott; Grupen, Roderic; Barto, Andrew
errShare
errSave
A Neural Signature of Hierarchical Reinforcement Learning
errNEURON
IF15
err2011-07-01
err146
errOAAI
errRibas-Fernandes, Jose J. F.; Solway, Alec; Diuk, Carlos; McGuire, Joseph T.; Barto, Andrew G.; Niv, Yael; Botvinick, Matthew M.
errShare
errSave
Approximate optimal control as a model for motor learning
errPSYCHOLOGICAL REVIEW
IF5.8
err2005-01-01
err71
PREAI
errBerthier, NE; Rosenstein, MT; Barto, AG
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errSave
Building a basic block instruction scheduler with reinforcement learning and rollouts
errMACHINE LEARNING
IF2.9
err2002-01-01
err24
errOAAI
errMcGovern, A; Moss, E; Barto, AG
errShare
errSave
DISTRIBUTED MOTOR COMMANDS IN THE LIMB PREMOTOR NETWORK
errTRENDS IN NEUROSCIENCES
IF15.1
err1993-01-01
err123
PREAI
errHOUK, JC; KEIFER, J; BARTO, AG
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
R
R. Stanley Williams
H-index: 117 · Papers: 1.2K
J
J. Joshua Yang
H-index: 91 · Papers: 472
M
Matthew Botvinick
H-index: 87 · Papers: 274
Y
Yael Niv
H-index: 73 · Papers: 302
R
Richard S. Sutton
H-index: 66 · Papers: 280
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