Reinforcement Learning Based Pricing for Demand Response.
Amir GhasemkhaniLei YangPublished in: ICC Workshops (2018)
Keyphrases
- reinforcement learning
- dynamic pricing
- optimal pricing
- revenue management
- profit maximization
- function approximation
- demand function
- learning algorithm
- mechanism design
- yield management
- pricing mechanism
- pricing model
- optimal control
- state space
- multi agent
- profit maximizing
- temporal difference
- model free
- machine learning
- inventory replenishment
- uncertain demand
- robotic control
- market conditions
- supply chain management
- single product
- inventory policy
- optimal policy
- dynamic programming
- inventory models
- action selection
- financial markets