Explore the final installment of a three-part lecture series on reinforcement learning and architectures of intelligence presented by Ida Momennejad from Microsoft Research. Delivered at the Institute for Pure & Applied Mathematics (IPAM) at UCLA as part of the Mathematics of Intelligences Tutorials, this 85-minute talk delves deep into advanced concepts in the field. Gain insights into cutting-edge research and applications of reinforcement learning in artificial intelligence. Recorded on September 13, 2024, this lecture offers a comprehensive look at the intersection of mathematics and machine learning, providing valuable knowledge for researchers, students, and professionals interested in the future of AI architectures.