Reinforcement Learning-based Recommender Systems with Large Language Models for State Reward and Action Modeling.

@inproceedings{wang-2024-reinforcement, author = {Jie Wang and Alexandros Karatzoglou and Ioannis Arapakis and Joemon M. Jose}, editor = {Grace Hui Yang and Hongning Wang and Sam Han and Claudia Hauff and Guido Zuccon and Yi Zhang}, title = {{Reinforcement Learning-based Recommender Systems with Large Language Models for State Reward and Action Modeling}}, booktitle = {{Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024}}, pages = {375--385}, publisher = {ACM}, year = {2024}, url = {https://doi.org/10.1145/3626772.3657767}, doi = {https://doi.org/10.1145/3626772.3657767} }