Supply-Demand Balancing and Fairness Enhancement in Ride-Sharing Services: A Graph Reinforcement Learning Based Approach.
Jiyao LiVicki H. AllanPublished in: AIIoT (2024)
Keyphrases
- reinforcement learning
- electricity markets
- web services
- demand forecasting
- function approximation
- graph representation
- service composition
- graph theory
- information services
- service providers
- service oriented
- image enhancement
- learning algorithm
- image processing
- directed graph
- energy supply
- machine learning
- mobile services
- multi agent
- ubiquitous computing
- graph model
- graph structure
- service discovery
- markov decision processes
- service oriented architecture
- end users
- random walk
- graph matching
- structured data
- dynamic programming
- context aware
- reinforcement learning algorithms
- customer service
- service requests
- data center
- wireless access networks
- network equilibrium model