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Metareasoning in Modular Software Systems: On-the-Fly Configuration Using Reinforcement Learning with Rich Contextual Representations.

A. Modi, D. Dey, A. Agarwal, A. Swaminathan, B. Nushi, S. Andrist, and E. Horvitz. AAAI, page 5207-5215. AAAI Press, (2020)

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Alekh Agarwal

Alekh Jindal

Artem Alekhin

Jugalkishor Agarwal

Seema Agarwal

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Off-Policy Policy Gradient with State Distribution Correction.Y. Liu, A. Swaminathan, A. Agarwal, and E. Brunskill. CoRR, (2019)Noisy matrix decomposition via convex relaxation: Optimal rates in high dimensions.A. Agarwal, S. Negahban, and M. Wainwright. ICML, page 1129-1136. Omnipress, (2011)Fast global convergence of gradient methods for high-dimensional statistical recoveryA. Agarwal, S. Negahban, and M. Wainwright. CoRR, (2011)Stochastic optimization and sparse statistical recovery: An optimal algorithm for high dimensions.A. Agarwal, S. Negahban, and M. Wainwright. CISS, page 1-2. IEEE, (2014)On the Optimality of Sparse Model-Based Planning for Markov Decision Processes.A. Agarwal, S. Kakade, and L. Yang. CoRR, (2019)Warm-starting Contextual Bandits: Robustly Combining Supervised and Bandit Feedback.C. Zhang, A. Agarwal, H. III, J. Langford, and S. Negahban. ICML, volume 97 of Proceedings of Machine Learning Research, page 7335-7344. PMLR, (2019)Optimizing Interactive Systems via Data-Driven Objectives.Z. Li, J. Kiseleva, A. Agarwal, M. de Rijke, and R. White. CoRR, (2020)Model-based RL in Contextual Decision Processes: PAC bounds and Exponential Improvements over Model-free ApproachesW. Sun, N. Jiang, A. Krishnamurthy, A. Agarwal, and J. Langford. (2018)cite arxiv:1811.08540Comment: COLT 2019.Message-passing for Graph-structured Linear Programs: Proximal Methods and Rounding Schemes.P. Ravikumar, A. Agarwal, and M. Wainwright. J. Mach. Learn. Res., (2010)Optimality and Approximation with Policy Gradient Methods in Markov Decision Processes.A. Agarwal, S. Kakade, J. Lee, and G. Mahajan. COLT, volume 125 of Proceedings of Machine Learning Research, page 64-66. PMLR, (2020)

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Disambiguation of "Agarwal, Alekh"

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Metareasoning in Modular Software Systems: On-the-Fly Configuration Using Reinforcement Learning with Rich Contextual Representations.

Please choose a person to relate this publication to

Alekh Agarwal

Alekh Jindal

Artem Alekhin

Jugalkishor Agarwal

Seema Agarwal

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Agarwal, Alekh"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Metareasoning in Modular Software Systems: On-the-Fly Configuration Using Reinforcement Learning with Rich Contextual Representations.

Please choose a person to relate this publication to

Alekh Agarwal

Alekh Jindal

Artem Alekhin

Jugalkishor Agarwal

Seema Agarwal

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
Harvard
MSOffice XML

Metareasoning in Modular Software Systems: On-the-Fly Configuration Using Reinforcement Learning with Rich Contextual Representations.