The Impact of Dataset on Offline Reinforcement Learning Performance in UAV-Based Emergency Network Recovery Tasks.
Jeyeon EoDongsu LeeMinhae KwonPublished in: IEEE Commun. Lett. (2024)
Keyphrases
- reinforcement learning
- network structure
- machine learning
- decision making
- database
- computer networks
- function approximation
- transfer learning
- benchmark datasets
- management system
- state space
- disaster recovery
- unmanned aerial vehicles
- synthetic datasets
- crisis management
- network model
- communication networks
- normal operation
- network traffic
- complex networks
- optimal policy
- shortest path
- decision support
- peer to peer
- artificial neural networks
- real time