Understanding Exploration and Exploitation of Q-Learning Agents in B5G Network Management.
Sayantini MajumdarRiccardo TrivisonnoGeorg CarlePublished in: GLOBECOM (Workshops) (2021)
Keyphrases
- network management
- mobile agents
- action selection
- multi agent
- cooperative
- agent technology
- multi agent systems
- reinforcement learning
- network monitoring
- multiagent learning
- multiagent systems
- computer networks
- software agents
- network traffic
- single agent
- intelligent agents
- fault management
- traffic control
- multi agent reinforcement learning
- network resources
- ip networks
- network administrators
- agent receives
- service management
- learning algorithm
- multiple agents
- traffic engineering
- function approximation
- exploration strategy
- state space
- decision making
- application level
- learning agent
- configuration management
- distributed systems
- security policies
- fault tolerance