@article{improvingllmagentplanningwithincontext, title = {Improving LLM Agent Planning with In-Context Learning via Atomic Fact Augmentation and Lookahead Search}, author = {Samuel Holt and Max Ruiz Luyten and Thomas Pouplin and Mihaela van der Schaar}, year = {2025}, eprint = {2506.09171}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.09171v1}, }