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Model-based RL in Contextual Decision Processes: PAC bounds and Exponential Improvements over Model-free Approaches

W. Sun, N. Jiang, A. Krishnamurthy, A. Agarwal, and J. Langford. (2018)cite arxiv:1811.08540Comment: COLT 2019.

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Mahalakshmi Krishnamurthy

Akshay Balsubramani

Akshay Wadia

Akshay Gupte

Adarsh Krishnamurthy

Other publications of authors with the same name

Contrastive Estimation Reveals Topic Posterior Information to Linear Models.C. Tosh, A. Krishnamurthy, and D. Hsu. J. Mach. Learn. Res., (2021)Go for a Walk and Arrive at the Answer: Reasoning Over Knowledge Bases with Reinforcement Learning.R. Das, S. Dhuliawala, M. Zaheer, L. Vilnis, I. Durugkar, A. Krishnamurthy, A. Smola, and A. McCallum. AKBC@NIPS, OpenReview.net, (2017)Disagreement-Based Combinatorial Pure Exploration: Sample Complexity Bounds and an Efficient Algorithm.T. Cao, and A. Krishnamurthy. COLT, volume 99 of Proceedings of Machine Learning Research, page 558-588. PMLR, (2019)Sample Complexity of Learning Mixtures of Sparse Linear Regressions.A. Krishnamurthy, A. Mazumdar, A. McGregor, and S. Pal. CoRR, (2019)Subspace learning from extremely compressed measurements.M. Azizyan, A. Krishnamurthy, and A. Singh. ACSSC, page 311-315. IEEE, (2014)Extreme Compressive Sampling for Covariance Estimation.M. Azizyan, A. Krishnamurthy, and A. Singh. IEEE Trans. Inf. Theory, 64 (12): 7613-7635 (2018)Butterfly Effects of SGD Noise: Error Amplification in Behavior Cloning and Autoregression.A. Block, D. Foster, A. Krishnamurthy, M. Simchowitz, and C. Zhang. CoRR, (2023)Guaranteed Discovery of Controllable Latent States with Multi-Step Inverse Models.A. Lamb, R. Islam, Y. Efroni, A. Didolkar, D. Misra, D. Foster, L. Molu, R. Chari, A. Krishnamurthy, and J. Langford. CoRR, (2022)Provable RL with Exogenous Distractors via Multistep Inverse Dynamics.Y. Efroni, D. Misra, A. Krishnamurthy, A. Agarwal, and J. Langford. CoRR, (2021)Efficient and Optimal Algorithms for Contextual Dueling Bandits under Realizability.A. Saha, and A. Krishnamurthy. CoRR, (2021)

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Disambiguation of "Krishnamurthy, Akshay"

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Model-based RL in Contextual Decision Processes: PAC bounds and Exponential Improvements over Model-free Approaches

Please choose a person to relate this publication to

Mahalakshmi Krishnamurthy

Akshay Balsubramani

Akshay Wadia

Akshay Gupte

Adarsh Krishnamurthy

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Krishnamurthy, Akshay"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Model-based RL in Contextual Decision Processes: PAC bounds and Exponential Improvements over Model-free Approaches

Please choose a person to relate this publication to

Mahalakshmi Krishnamurthy

Akshay Balsubramani

Akshay Wadia

Akshay Gupte

Adarsh Krishnamurthy

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

Model-based RL in Contextual Decision Processes: PAC bounds and Exponential Improvements over Model-free Approaches