A deep reinforcement learning-based approach for pricing in the competing auction-based cloud market.
Bing ShiLianzhen HuangRongjian ShiPublished in: Serv. Oriented Comput. Appl. (2022)
Keyphrases
- pricing mechanism
- reinforcement learning
- pricing model
- mechanism design
- supply chain management
- bidding strategies
- budget constraints
- financial markets
- double auction
- optimal pricing
- convertible bonds
- cloud computing
- function approximation
- black scholes
- group buying
- supply chain
- electronic markets
- quality of service
- option pricing
- market conditions
- state space
- electronic commerce
- optimal policy
- reinforcement learning algorithms
- markov decision processes
- stock price
- pricing strategies
- machine learning
- dynamic pricing
- electronic marketplaces
- optimal control
- information goods
- multi agent
- decision making
- network effects
- dynamic programming
- profit maximizing
- selling season
- model free