Implementing Reinforcement Learning Algorithms in Retail Supply Chains with OpenAI Gym Toolkit.
Shaun D'SouzaPublished in: CoRR (2021)
Keyphrases
- supply chain
- reinforcement learning algorithms
- reinforcement learning
- model free
- markov decision processes
- supply chain management
- state space
- learning algorithm
- reinforcement learning problems
- temporal difference
- decision making
- lead time
- bullwhip effect
- function approximation
- inventory management
- reward function
- service level
- machine learning
- dynamic programming
- action selection
- discrete event simulation
- multi agent
- data mining
- revenue sharing