Safe and Balanced: A Framework for Constrained Multi-Objective Reinforcement Learning. Gu*, S., Sel*, B., Ding*, Y., Wang, L., Lin, Q., Knoll, A., & Jin, M. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025.
Arxiv bibtex @article{2025_5J_SafeBalance,
title={Safe and Balanced: A Framework for Constrained Multi-Objective Reinforcement Learning},
author={Gu*, Shangding and Sel*, Bilgehan and Ding*, Yuhao and Wang, Lu and Lin, Qingwei and Knoll, Alois and Jin, Ming},
journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
year={2025},
url_arXiv={https://arxiv.org/abs/2405.16390}
}
Downloads: 0
{"_id":"wxzmYquAAmwuj69sM","bibbaseid":"gu-sel-ding-wang-lin-knoll-jin-safeandbalancedaframeworkforconstrainedmultiobjectivereinforcementlearning-2025","author_short":["Gu*, S.","Sel*, B.","Ding*, Y.","Wang, L.","Lin, Q.","Knoll, A.","Jin, M."],"bibdata":{"bibtype":"article","type":"article","title":"Safe and Balanced: A Framework for Constrained Multi-Objective Reinforcement Learning","author":[{"propositions":[],"lastnames":["Gu*"],"firstnames":["Shangding"],"suffixes":[]},{"propositions":[],"lastnames":["Sel*"],"firstnames":["Bilgehan"],"suffixes":[]},{"propositions":[],"lastnames":["Ding*"],"firstnames":["Yuhao"],"suffixes":[]},{"propositions":[],"lastnames":["Wang"],"firstnames":["Lu"],"suffixes":[]},{"propositions":[],"lastnames":["Lin"],"firstnames":["Qingwei"],"suffixes":[]},{"propositions":[],"lastnames":["Knoll"],"firstnames":["Alois"],"suffixes":[]},{"propositions":[],"lastnames":["Jin"],"firstnames":["Ming"],"suffixes":[]}],"journal":"IEEE Transactions on Pattern Analysis and Machine Intelligence","year":"2025","url_arxiv":"https://arxiv.org/abs/2405.16390","bibtex":"@article{2025_5J_SafeBalance,\n title={Safe and Balanced: A Framework for Constrained Multi-Objective Reinforcement Learning},\n author={Gu*, Shangding and Sel*, Bilgehan and Ding*, Yuhao and Wang, Lu and Lin, Qingwei and Knoll, Alois and Jin, Ming},\n journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},\n year={2025},\n url_arXiv={https://arxiv.org/abs/2405.16390}\n}\n","author_short":["Gu*, S.","Sel*, B.","Ding*, Y.","Wang, L.","Lin, Q.","Knoll, A.","Jin, M."],"key":"2025_5J_SafeBalance","id":"2025_5J_SafeBalance","bibbaseid":"gu-sel-ding-wang-lin-knoll-jin-safeandbalancedaframeworkforconstrainedmultiobjectivereinforcementlearning-2025","role":"author","urls":{" arxiv":"https://arxiv.org/abs/2405.16390"},"metadata":{"authorlinks":{}}},"bibtype":"article","biburl":"http://www.jinming.tech/papers/myref.bib","dataSources":["sTzDHHaipTZWjp8oe"],"keywords":[],"search_terms":["safe","balanced","framework","constrained","multi","objective","reinforcement","learning","gu*","sel*","ding*","wang","lin","knoll","jin"],"title":"Safe and Balanced: A Framework for Constrained Multi-Objective Reinforcement Learning","year":2025}