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Reinforcement Learning and Control as Probabilistic Inference: Tutorial and Review

S. Levine. (2018)cite arxiv:1805.00909.

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Marc Levine

David Levine

Martin Levine

Glenn S Levine

Sergey Stepanov

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Data-efficient Learning of Morphology and Controller for a Microrobot.T. Liao, G. Wang, B. Yang, R. Lee, K. Pister, S. Levine, and R. Calandra. ICRA, page 2488-2494. IEEE, (2019)REPLAB: A Reproducible Low-Cost Arm Benchmark for Robotic Learning.B. Yang, D. Jayaraman, J. Zhang, and S. Levine. ICRA, page 8691-8697. IEEE, (2019)Value Iteration Networks.A. Tamar, Y. Wu, G. Thomas, S. Levine, and P. Abbeel. IJCAI, page 4949-4953. ijcai.org, (2017)SOLAR: Deep Structured Representations for Model-Based Reinforcement Learning.M. Zhang, S. Vikram, L. Smith, P. Abbeel, M. Johnson, and S. Levine. ICML, volume 97 of Proceedings of Machine Learning Research, page 7444-7453. PMLR, (2019)Recasting Gradient-Based Meta-Learning as Hierarchical Bayes.E. Grant, C. Finn, S. Levine, T. Darrell, and T. Griffiths. ICLR (Poster), OpenReview.net, (2018)Guiding Policies with Language via Meta-Learning.J. Co-Reyes, A. Gupta, S. Sanjeev, N. Altieri, J. Andreas, J. DeNero, P. Abbeel, and S. Levine. ICLR (Poster), OpenReview.net, (2019)Optimism-driven exploration for nonlinear systems.T. Moldovan, S. Levine, M. Jordan, and P. Abbeel. ICRA, page 3239-3246. IEEE, (2015)Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open ProblemsS. Levine, A. Kumar, G. Tucker, and J. Fu. (2020)cite arxiv:2005.01643.Self-Consistent Trajectory Autoencoder: Hierarchical Reinforcement Learning with Trajectory Embeddings.J. Co-Reyes, Y. Liu, A. Gupta, B. Eysenbach, P. Abbeel, and S. Levine. ICML, volume 80 of Proceedings of Machine Learning Research, page 1008-1017. PMLR, (2018)Learning Invariant Feature Spaces to Transfer Skills with Reinforcement Learning.A. Gupta, C. Devin, Y. Liu, P. Abbeel, and S. Levine. ICLR (Poster), OpenReview.net, (2017)

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Disambiguation of "Levine, Sergey"

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Reinforcement Learning and Control as Probabilistic Inference: Tutorial and Review

Please choose a person to relate this publication to

Marc Levine

David Levine

Martin Levine

Glenn S Levine

Sergey Stepanov

Other publications of authors with the same name

Disambiguation

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Disambiguation of "Levine, Sergey"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Reinforcement Learning and Control as Probabilistic Inference: Tutorial and Review

Please choose a person to relate this publication to

Marc Levine

David Levine

Martin Levine

Glenn S Levine

Sergey Stepanov

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
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URL
DOI
BibTeX
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APA
Chicago
DIN 1505
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Reinforcement Learning and Control as Probabilistic Inference: Tutorial and Review