@article{policylearningwithanaturallanguage, title = {Policy Learning with a Natural Language Action Space: A Causal Approach}, author = {Bohan Zhang and Yixin Wang and Paramveer S. Dhillon}, year = {2025}, eprint = {2502.17538}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2502.17538v1}, }