Best Arm Identification Through Fluid-Based Methods

Explore the concept of Best Arm Identification through fluid-based methods in this 52-minute lecture by Sandeep Juneja from the International Centre for Theoretical Sciences. Delve into advanced topics in network science, probability theory, and optimization techniques as part of the NETWORKS program. Gain insights into the application of theoretical aspects to real-life scenarios, including structural properties of random graphs, dynamics on networks, interacting particle systems, and algorithmic aspects. Discover how these concepts relate to fields such as finance, large data set analysis, rare event modeling, and social networks. Learn from leading experts in random matrices, random graphs, processes on random graphs, algorithms, optimization, complex physical systems, and long-range dependent models.