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Explore the fundamentals of stochastic programming in optimization under uncertainty in this comprehensive lecture from the Theory of Reinforcement Learning Boot Camp. Delve into the theoretical foundations and practical applications of this powerful approach as presented by Alex Shapiro from Georgia Tech. Gain insights into how stochastic programming addresses complex decision-making scenarios in uncertain environments, laying the groundwork for advanced concepts in reinforcement learning and optimization techniques.
Syllabus
Stochastic Programming Approach to Optimization Under Uncertainty (Part 1)
Taught by
Simons Institute