@article{convergenceandemergenceofincontextreinfo, title = {Convergence and Emergence of In-Context Reinforcement Learning with Chain of Thought}, author = {Zixuan Xie and Xinyu Liu and Rohan Chandra and Shangtong Zhang}, year = {2026}, eprint = {2605.07123}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.07123}, }