Performance Guarantees for Data-Driven Sequential Decision-Making

Bowen Li, Edwin K. P. Chong, Ali Pezeshki

The solutions to many sequential decision-making problems are characterized by dynamic programming and Bellman's principle of optimality. However, due to the inherent complexity of…