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Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems

S. Levine, A. Kumar, G. Tucker, and J. Fu. (2020)cite arxiv:2005.01643.

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Justin Lang

Justin Winter

Justin Möhring

Justin Vollmann

Justin Bayer

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From Language to Goals: Inverse Reinforcement Learning for Vision-Based Instruction Following.J. Fu, A. Korattikara, S. Levine, and S. Guadarrama. ICLR (Poster), OpenReview.net, (2019)Imitation Is Not Enough: Robustifying Imitation with Reinforcement Learning for Challenging Driving Scenarios.Y. Lu, J. Fu, G. Tucker, X. Pan, E. Bronstein, R. Roelofs, B. Sapp, B. White, A. Faust, S. Whiteson and 2 other author(s). IROS, page 7553-7560. (2023)Stabilizing Off-Policy Q-Learning via Bootstrapping Error Reduction.A. Kumar, J. Fu, M. Soh, G. Tucker, and S. Levine. NeurIPS, page 11761-11771. (2019)EX2: Exploration with Exemplar Models for Deep Reinforcement Learning.J. Fu, J. Co-Reyes, and S. Levine. NIPS, page 2577-2587. (2017)Offline Model-Based Optimization via Normalized Maximum Likelihood Estimation.J. Fu, and S. Levine. ICLR, OpenReview.net, (2021)Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open ProblemsS. Levine, A. Kumar, G. Tucker, and J. Fu. (2020)cite arxiv:2005.01643.Stabilizing Off-Policy Q-Learning via Bootstrapping Error ReductionA. Kumar, J. Fu, G. Tucker, and S. Levine. (2019)cite arxiv:1906.00949.One-shot learning of manipulation skills with online dynamics adaptation and neural network priors.J. Fu, S. Levine, and P. Abbeel. IROS, page 4019-4026. IEEE, (2016)Generalizing Skills with Semi-Supervised Reinforcement Learning.C. Finn, T. Yu, J. Fu, P. Abbeel, and S. Levine. ICLR (Poster), OpenReview.net, (2017)Learning to Reach Goals via Iterated Supervised Learning.D. Ghosh, A. Gupta, A. Reddy, J. Fu, C. Devin, B. Eysenbach, and S. Levine. ICLR, OpenReview.net, (2021)

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Disambiguation of "Fu, Justin"

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Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems

Please choose a person to relate this publication to

Justin Lang

Justin Winter

Justin Möhring

Justin Vollmann

Justin Bayer

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Fu, Justin"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems

Please choose a person to relate this publication to

Justin Lang

Justin Winter

Justin Möhring

Justin Vollmann

Justin Bayer

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
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Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems