Deep Reinforcement Learning-Based Task Offloading and Resource Allocation for Industrial IoT in MEC Federation System.
Huong Mai DoTuan Phong TranMyungsik YooPublished in: IEEE Access (2023)
Keyphrases
- resource allocation
- reinforcement learning
- resource management
- resource allocation problems
- resource requirements
- management system
- resource allocation decisions
- optimal resource allocation
- state space
- reinforcement learning algorithms
- allocation strategies
- model free
- game theory
- function approximation
- resource allocation and scheduling
- data sources
- scarce resources
- cloud computing
- temporal difference
- resource consumption
- resource usage
- optimal policy
- resource availability
- distributed resource allocation
- markov decision processes
- social welfare
- mobile agents
- bidding strategies
- allocate resources
- allocation problems
- machine learning
- learning process