Deep Reinforcement Learning for Online Resource Allocation in IoT Networks: Technology, Development, and Future Challenges.
Peng ChengYoujia ChenMing DingZhuo ChenSige LiuYi-Ping Phoebe ChenPublished in: IEEE Commun. Mag. (2023)
Keyphrases
- resource allocation
- reinforcement learning
- internet enabled
- resource allocation problems
- optimal resource allocation
- resource management
- resource allocation decisions
- online learning
- allocation problems
- learning algorithm
- scarce resources
- allocation strategies
- resource requirements
- management system
- social networks
- machine learning
- social welfare
- resource availability
- combinatorial auctions
- resource usage
- resource consumption
- allocate resources
- optimal policy
- dynamic resource allocation