@inproceedings{ijcai2025p1198, title = {Grounding Open-Domain Knowledge from LLMs to Real-World Reinforcement Learning Tasks: A Survey}, author = {Yin, Haiyan and Qian, Hangwei and Shi, Yaxin and Tsang, Ivor and Ong, Yew-Soon}, booktitle = {Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, {IJCAI-25}}, publisher = {International Joint Conferences on Artificial Intelligence Organization}, editor = {James Kwok}, pages = {10797--10806}, year = {2025}, month = {8}, note = {Survey Track}, doi = {10.24963/ijcai.2025/1198}, url = {https://doi.org/10.24963/ijcai.2025/1198}, }