Oct. 13, 2023, 6:01 p.m. | Peyman Kor

Towards AI - Medium pub.towardsai.net

Part 2: A Gentle Introduction to Implementing the Markov Reward Process (MRP) for Inventory Optimization.

Intro

Effective inventory management is important for businesses across various industries. In the previous blog, we explored how to model the process and how to frame it with the Markov Process.

The below illustration shows how to model the probabilistic movement of the states:

Transition probabilities of Markov Process — Image source: Author
In this blog, we go one step ahead and think about …

blog businesses data data science illustration industries introduction inventory inventory-management management markov markov-decision-process optimization part process python reinforcement learning science shows tutorial

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