Part 1: Generic Tools -- Chapter 1: The Stochastic Multi-armed Bandit Problem -- Chapter 2: Reinforcement Learning -- Chapter 3: Optimal Learning and Optimal Design -- Part 2: Price Optimization -- Chapter 4: Dynamic Pricing with Demand Learning: Emerging Topics and State of the Art -- Chapter...

1 Introduction -- 2 Inventory Management -- 3 Supply Chain Contracts -- 4 Service Level Contracts -- 5 Optimal Inventory Allocation -- 6 Optimal Channel Selection -- 7 Conclusion and Critical Review -- Bibliography