Data science and reinforcement learning for price forecasting and raw material procurement in petrochemical industry.
Chia-Yen LeeBai-Jian ChouChen-Feng HuangPublished in: Adv. Eng. Informatics (2022)
Keyphrases
- data science
- raw material
- reinforcement learning
- machine learning
- big data
- statistical learning
- case study
- state space
- learning algorithm
- supervised learning
- decision making
- multi agent
- optimal policy
- databases
- markov decision process
- electricity markets
- manufacturing systems
- markov chain
- dynamic programming
- social media
- data analysis