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Offline Regularised Reinforcement Learning for Large Language Models Alignment

P. Richemond, Y. Tang, D. Guo, D. Calandriello, M. Azar, R. Rafailov, B. Pires, E. Tarassov, L. Spangher, W. Ellsworth, A. Severyn, J. Mallinson, L. Shani, G. Shamir, R. Joshi, T. Liu, R. Munos, and B. Piot. (May 2024)

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Lior Martin

Hind Shanib

Eugénie Lioris

Lior Balogh

Lior Shamir

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Demystifying Embedding Spaces using Large Language Models.G. Tennenholtz, Y. Chow, C. Hsu, J. Jeong, L. Shani, A. Tulepbergenov, D. Ramachandran, M. Mladenov, and C. Boutilier. ICLR, OpenReview.net, (2024)Exploration Conscious Reinforcement Learning Revisited.L. Shani, Y. Efroni, and S. Mannor. ICML, volume 97 of Proceedings of Machine Learning Research, page 5680-5689. PMLR, (2019)Reinforcement Learning with a Terminator.G. Tennenholtz, N. Merlis, L. Shani, S. Mannor, U. Shalit, G. Chechik, A. Hallak, and G. Dalal. NeurIPS, (2022)Factually Consistent Summarization via Reinforcement Learning with Textual Entailment Feedback.P. Roit, J. Ferret, L. Shani, R. Aharoni, G. Cideron, R. Dadashi, M. Geist, S. Girgin, L. Hussenot, O. Keller and 9 other author(s). ACL (1), page 6252-6272. Association for Computational Linguistics, (2023)Multi-turn Reinforcement Learning from Preference Human Feedback.L. Shani, A. Rosenberg, A. Cassel, O. Lang, D. Calandriello, A. Zipori, H. Noga, O. Keller, B. Piot, I. Szpektor and 3 other author(s). CoRR, (2024)Demystifying Embedding Spaces using Large Language Models.G. Tennenholtz, Y. Chow, C. Hsu, J. Jeong, L. Shani, A. Tulepbergenov, D. Ramachandran, M. Mladenov, and C. Boutilier. CoRR, (2023)Online Apprenticeship Learning.L. Shani, T. Zahavy, and S. Mannor. AAAI, page 8240-8248. AAAI Press, (2022)Adaptive Trust Region Policy Optimization: Global Convergence and Faster Rates for Regularized MDPs.L. Shani, Y. Efroni, and S. Mannor. AAAI, page 5668-5675. AAAI Press, (2020)Mirror Descent Policy Optimization.M. Tomar, L. Shani, Y. Efroni, and M. Ghavamzadeh. ICLR, OpenReview.net, (2022)Optimistic Policy Optimization with Bandit Feedback.L. Shani, Y. Efroni, A. Rosenberg, and S. Mannor. ICML, volume 119 of Proceedings of Machine Learning Research, page 8604-8613. PMLR, (2020)

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Disambiguation of "Shani, Lior"

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Offline Regularised Reinforcement Learning for Large Language Models Alignment

Please choose a person to relate this publication to

Lior Martin

Hind Shanib

Eugénie Lioris

Lior Balogh

Lior Shamir

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Shani, Lior"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Offline Regularised Reinforcement Learning for Large Language Models Alignment

Please choose a person to relate this publication to

Lior Martin

Hind Shanib

Eugénie Lioris

Lior Balogh

Lior Shamir

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

Offline Regularised Reinforcement Learning for Large Language Models Alignment