Deep Reinforcement Learning for Resource Allocation in Edge Computing for IoT.
Ashish SharmaDibyhash BordoloiAshish SainiS. Lakshmana ChariNaveen Kumar PoojaPublished in: IC3I (2023)
Keyphrases
- resource allocation
- reinforcement learning
- resource management
- optimal resource allocation
- resource allocation problems
- allocation problems
- resource requirements
- management system
- game theory
- allocate resources
- scarce resources
- dynamic resource allocation
- resource allocation decisions
- resource usage
- function approximation
- allocation strategies
- learning algorithm
- distributed resource allocation
- resource allocation and scheduling
- learning agents
- social welfare
- model free
- optimal policy
- state space
- resource consumption
- combinatorial auctions
- wireless networks
- peer to peer
- special case
- learning process
- machine learning