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Doina Precup, Ph.D.

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

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

Children

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Mandana Samiei grad student

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Publications

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Matsuo Y, LeCun Y, Sahani M, et al. (2022) Deep learning, reinforcement learning, and world models. Neural Networks : the Official Journal of the International Neural Network Society. 152: 267-275
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
Wu D, Wang B, Precup D, et al. (2020) Multiple Kernel Learning-Based Transfer Regression for Electric Load Forecasting Ieee Transactions On Smart Grid. 11: 1183-1192
Khetarpal K, Precup D. (2019) Learning Options with Interest Functions Proceedings of the Aaai Conference On Artificial Intelligence. 33: 9955-9956
Lupu A, Durand A, Precup D. (2019) Leveraging Observations in Bandits: Between Risks and Benefits Proceedings of the Aaai Conference On Artificial Intelligence. 33: 6112-6119
Francois-Lavet V, Bengio Y, Precup D, et al. (2019) Combined Reinforcement Learning via Abstract Representations Proceedings of the Aaai Conference On Artificial Intelligence. 33: 3582-3589
Bacon P, Precup D. (2018) Constructing Temporal Abstractions Autonomously in Reinforcement Learning Ai Magazine. 39: 39-50
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
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