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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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
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
Demirkus M, Precup D, Clark JJ, et al. (2015) Hierarchical temporal graphical model for head pose estimation and subsequent attribute classification in real-world videos Computer Vision and Image Understanding. 136: 128-145
Mann TA, Mannor S, Precup D. (2015) Approximate value iteration with temporally extended actions Journal of Artificial Intelligence Research. 53: 375-438
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