Doina Precup, Ph.D.

Affiliations: 
2000 University of Massachusetts, Amherst, Amherst, MA 
Area:
Reinforcement Learning
Google:
"Doina Precup"
Mean distance: 16.26 (cluster 29)
 

Parents

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Richard S. Sutton grad student 2000 U Mass Amherst
 (Temporal abstraction in reinforcement learning.)
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Publications

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Barreto A, Hou S, Borsa D, et al. (2020) Fast reinforcement learning with generalized policy updates. Proceedings of the National Academy of Sciences of the United States of America
Kanbar LJ, Shalish W, Robles-Rubio CA, et al. (2015) Correlation of clinical parameters with cardiorespiratory behavior in successfully extubated extremely preterm infants. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2015: 4431-4
Gourdeau P, Kanbar L, Shalish W, et al. (2015) Feature selection and oversampling in analysis of clinical data for extubation readiness in extreme preterm infants. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2015: 4427-30
Kanbar LJ, Shalish W, Robles-Rubio CA, et al. (2015) Organizational principles of cloud storage to support collaborative biomedical research. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2015: 1231-4
Demirkus M, Precup D, Clark J, et al. (2015) Hierarchical Spatio-Temporal Probabilistic Graphical Model with Multiple Feature Fusion for Estimating Binary Facial Attribute Classes in Real-World Face Videos. Ieee Transactions On Pattern Analysis and Machine Intelligence
Subbanna N, Precup D, Arnold D, et al. (2015) IMaGe: Iterative Multilevel Probabilistic Graphical Model for Detection and Segmentation of Multiple Sclerosis Lesions in Brain MRI. Information Processing in Medical Imaging : Proceedings of the ... Conference. 24: 514-26
Jafarpour N, Izadi M, Precup D, et al. (2015) Quantifying the determinants of outbreak detection performance through simulation and machine learning. Journal of Biomedical Informatics. 53: 180-7
Mann TA, Mannor S, Precup D. (2015) Approximate value iteration with temporally extended actions Journal of Artificial Intelligence Research. 53: 375-438
Farahmand AM, Precup D, Barreto AMS, et al. (2015) Classification-based approximate policy iteration Ieee Transactions On Automatic Control. 60: 2989-2993
Balle B, Panangaden P, Precup D. (2015) A canonical form for weighted automata and applications to approximate minimization Proceedings - Symposium On Logic in Computer Science. 2015: 701-712
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