@article{whenindoubtplanitoutcommittedsmalllangua, title = {When in Doubt, Plan It Out: Committed Small Language Model Deliberation for Reactive Reinforcement Learning}, author = {Nathan Gavenski and Juarez Monteiro and Francisco Galuppo and Adriano Veloso and Odinaldo Rodrigues}, year = {2026}, eprint = {2606.16995}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.16995}, }