DRL-Deploy: Adaptive Service Function Chains Deployment with Deep Reinforcement Learning.
Xiaohui WeiYong ShengLina LiChangbao ZhouPublished in: ISPA/BDCloud/SocialCom/SustainCom (2021)
Keyphrases
- reinforcement learning
- web services
- learning capabilities
- adaptive control
- dynamic programming
- piecewise linear
- function approximation
- function approximators
- policy gradient
- semantic web services
- learning algorithm
- service oriented
- service providers
- state space
- multi agent
- data rich
- multi agent reinforcement learning
- service discovery
- deep learning
- reinforcement learning algorithms
- service quality
- information systems