@article{harlfhierarchicalreinforcementlearningan, title = {HARLF: Hierarchical Reinforcement Learning and Lightweight LLM-Driven Sentiment Integration for Financial Portfolio Optimization}, author = {Benjamin Coriat and Eric Benhamou}, year = {2025}, eprint = {2507.18560}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.18560}, }