Andrew Barto
Affiliations: | University of Massachusetts, Amherst, Amherst, MA |
Area:
Reinforcement LearningWebsite:
http://www-anw.cs.umass.edu/~barto/Google:
"Andrew Barto"Bio:
Cross-listing: Neurotree
Parents
Sign in to add mentor| Bernard Phillip Zeigler | grad student | 1975 | University of Michigan (Computer Science Tree) |
Children
Sign in to add trainee| Bruno C. da Silva | grad student | (Neurotree) | |
| Robert Jacobs | grad student | Rochester (Neurotree) | |
| Yariv Z. Levy | grad student | U Mass Amherst (Neurotree) | |
| Richard S. Sutton | grad student | U Mass Amherst | |
| Charles Anderson | grad student | 1986 | UMass Amhest (Neurotree) |
| Michael O. Duff | grad student | 2002 | U Mass Amherst (Neurotree) |
| Elizabeth A. McGovern | grad student | 2002 | U Mass Amherst (Neurotree) |
| Theodore J. Perkins | grad student | 2002 | U Mass Amherst (Neurotree) |
| Michael T. Rosenstein | grad student | 2003 | U Mass Amherst (Neurotree) |
| Balaraman Ravindran | grad student | 2004 | U Mass Amherst (Neurotree) |
| Thomas F. Kalt | grad student | 2005 | U Mass Amherst (Neurotree) |
| Ashvin Shah | grad student | 2008 | U Mass Amherst (Neurotree) |
| Ozgur Simsek | grad student | 2008 | U Mass Amherst (Neurotree) |
| Alicia P. Wolfe | grad student | 2010 | U Mass Amherst (Neurotree) |
| George D. Konidaris | grad student | 2011 | U Mass Amherst (Neurotree) |
| Scott R. Kuindersma | grad student | 2012 | U Mass Amherst (Neurotree) |
| Scott D. Niekum | grad student | 2013 | U Mass Amherst (Neurotree) |
BETA: Related publications
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Publications
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| Santucci VG, Oudeyer PY, Barto A, et al. (2019) Editorial: Intrinsically Motivated Open-Ended Learning in Autonomous Robots. Frontiers in Neurorobotics. 13: 115 |
| Barto AG. (2019) Reinforcement Learning: Connections, Surprises, and Challenge Ai Magazine. 40: 3-15 |
| Frankenhuis WE, Panchanathan K, Barto AG. (2018) Enriching Behavioral Ecology with Reinforcement Learning Methods. Behavioural Processes |
| Niekum S, Osentoski S, Konidaris G, et al. (2015) Learning grounded finite-state representations from unstructured demonstrations International Journal of Robotics Research. 34: 131-157 |
| Niekum S, Osentoski S, Atkeson CG, et al. (2015) Online Bayesian changepoint detection for articulated motion models Proceedings - Ieee International Conference On Robotics and Automation. 2015: 1468-1475 |
| Botvinick M, Weinstein A, Solway A, et al. (2015) Reinforcement learning, efficient coding, and the statistics of natural tasks Current Opinion in Behavioral Sciences. 5: 71-77 |
| Baldassarre G, Stafford T, Mirolli M, et al. (2014) Intrinsic motivations and open-ended development in animals, humans, and robots: an overview. Frontiers in Psychology. 5: 985 |
| Da Silva BC, Baldassarre G, Konidaris G, et al. (2014) Learning parameterized motor skills on a humanoid robot Proceedings - Ieee International Conference On Robotics and Automation. 5239-5244 |
| Da Silva BC, Konidaris G, Barto A. (2014) Active learning of parameterized skills 31st International Conference On Machine Learning, Icml 2014. 5: 3736-3745 |
| Levy YZ, Levy DJ, Barto AG, et al. (2013) A computational hypothesis for allostasis: delineation of substance dependence, conventional therapies, and alternative treatments. Frontiers in Psychiatry. 4: 167 |