Jason Brooks and Stephen Hensley (2026) “Empowering Sequential Decision Intelligence via Long Term Memory Augmentation and Recurrent Reinforcement Learning within Large Language Model Architectures”, International Journal of Artificial Intelligence Research, 1(2). doi: 10.66280/ijair.v1i2.150.