Ethan Thornton 2026. Refining Reasoning Chains through Self Correcting Reinforcement Learning Architectures for Mitigating Logical Hallucinations in Large Language Models. International Journal of Artificial Intelligence Research. 1, 2 (May 2026). DOI:https://doi.org/10.66280/ijair.v1i2.154.