Finite Time Analysis of Temporal Difference Learning with Linear Function by L. A. Prashanth

Explore a 49-minute lecture on "Finite Time analysis of Temporal Difference Learning with Linear Function Approximation" presented by L. A. Prashanth at the International Centre for Theoretical Sciences. Part of a discussion meeting on Data Science: Probabilistic and Optimization Methods, this talk delves into advanced topics in machine learning and reinforcement learning. Gain insights into temporal difference learning algorithms, their convergence properties, and applications in data-driven decision-making processes. Suitable for researchers, data scientists, and advanced students interested in the theoretical foundations of reinforcement learning and its intersection with data science and optimization methods.

Finite Time analysis of Temporal Difference Learning with Linear Function...... by L. A. Prashanth