Dynamic Pricing on E-commerce Platform with Deep Reinforcement Learning.
Jiaxi LiuYidong ZhangXiaoqing WangYuming DengXingyu WuPublished in: CoRR (2019)
Keyphrases
- dynamic pricing
- reinforcement learning
- revenue management
- supply chain management
- pricing model
- electronic commerce
- market conditions
- markov decision processes
- inventory control
- learning curve
- state space
- pricing strategies
- learning algorithm
- optimal pricing
- optimal control
- multi agent
- optimal policy
- production scheduling
- demand function
- machine learning
- online auctions
- supply chain
- dynamic programming
- inventory replenishment