Conservative Bayesian Model-Based Value Expansion for Offline Policy Optimization. Jeong, J., Wang, X., Gimelfarb, M., Kim, H., Abdulhai, B., & Sanner, S. In Proceedings of the International Conference on Learning Representations (ICLR-23), Kigali, Rwanda, 2023.
![Conservative Bayesian Model-Based Value Expansion for Offline Policy Optimization [pdf]](https://bibbase.org/img/filetypes/pdf.svg "pdf")
Paper ![Conservative Bayesian Model-Based Value Expansion for Offline Policy Optimization [link]](https://bibbase.org/img/filetypes/link.svg "link")
Github bibtex 48 downloads
Paper Github bibtex 48 downloads @inproceedings{sanner:iclr23,
title = {Conservative Bayesian Model-Based Value Expansion for Offline Policy Optimization},
author = {Jihwan Jeong and Xiaoyu Wang and Michael Gimelfarb and Hyunwoo Kim and Baher Abdulhai and Scott Sanner},
booktitle = {Proceedings of the International Conference on Learning Representations ({ICLR}-23)},
address = {Kigali, Rwanda},
year = {2023},
url_paper = {https://ssanner.github.io/papers/iclr23_cbop.pdf},
url_github = {https://github.com/jihwan-jeong/CBOP}
}Downloads: 48
{"_id":"mMAJEAsCRAeS68BBs","bibbaseid":"jeong-wang-gimelfarb-kim-abdulhai-sanner-conservativebayesianmodelbasedvalueexpansionforofflinepolicyoptimization-2023","author_short":["Jeong, J.","Wang, X.","Gimelfarb, M.","Kim, H.","Abdulhai, B.","Sanner, S."],"bibdata":{"bibtype":"inproceedings","type":"inproceedings","title":"Conservative Bayesian Model-Based Value Expansion for Offline Policy Optimization","author":[{"firstnames":["Jihwan"],"propositions":[],"lastnames":["Jeong"],"suffixes":[]},{"firstnames":["Xiaoyu"],"propositions":[],"lastnames":["Wang"],"suffixes":[]},{"firstnames":["Michael"],"propositions":[],"lastnames":["Gimelfarb"],"suffixes":[]},{"firstnames":["Hyunwoo"],"propositions":[],"lastnames":["Kim"],"suffixes":[]},{"firstnames":["Baher"],"propositions":[],"lastnames":["Abdulhai"],"suffixes":[]},{"firstnames":["Scott"],"propositions":[],"lastnames":["Sanner"],"suffixes":[]}],"booktitle":"Proceedings of the International Conference on Learning Representations (ICLR-23)","address":"Kigali, Rwanda","year":"2023","url_paper":"https://ssanner.github.io/papers/iclr23_cbop.pdf","url_github":"https://github.com/jihwan-jeong/CBOP","bibtex":"@inproceedings{sanner:iclr23,\n\t title = {Conservative Bayesian Model-Based Value Expansion for Offline Policy Optimization},\n\t author = {Jihwan Jeong and Xiaoyu Wang and Michael Gimelfarb and Hyunwoo Kim and Baher Abdulhai and Scott Sanner},\n\t booktitle = {Proceedings of the International Conference on Learning Representations ({ICLR}-23)},\n\t address = {Kigali, Rwanda},\n\t year = {2023},\n\t url_paper = {https://ssanner.github.io/papers/iclr23_cbop.pdf},\n\t url_github = {https://github.com/jihwan-jeong/CBOP}\n}\n\n","author_short":["Jeong, J.","Wang, X.","Gimelfarb, M.","Kim, H.","Abdulhai, B.","Sanner, S."],"key":"sanner:iclr23","id":"sanner:iclr23","bibbaseid":"jeong-wang-gimelfarb-kim-abdulhai-sanner-conservativebayesianmodelbasedvalueexpansionforofflinepolicyoptimization-2023","role":"author","urls":{" paper":"https://ssanner.github.io/papers/iclr23_cbop.pdf"," github":"https://github.com/jihwan-jeong/CBOP"},"metadata":{"authorlinks":{}},"downloads":48},"bibtype":"inproceedings","biburl":"https://raw.githubusercontent.com/ssanner/ssanner.github.io/master/Sanner_CV.bib","dataSources":["bu3H436jGJwM2szJd","GmTd9cvnR3QXRus38"],"keywords":[],"search_terms":["conservative","bayesian","model","based","value","expansion","offline","policy","optimization","jeong","wang","gimelfarb","kim","abdulhai","sanner"],"title":"Conservative Bayesian Model-Based Value Expansion for Offline Policy Optimization","year":2023,"downloads":48}