Deep Reinforcement Learning Based Cooperative Partial Task Offloading and Resource Allocation for IIoT Applications.
Fan ZhangGuangjie HanLi LiuMiguel Martínez-GarcíaYan PengPublished in: IEEE Trans. Netw. Sci. Eng. (2023)
Keyphrases
- dynamic programming
- resource allocation
- reinforcement learning
- cooperative
- game theory
- state space
- multi agent
- optimal policy
- resource management
- resource allocation decisions
- function approximation
- optimal resource allocation
- resource allocation problems
- allocation problems
- reinforcement learning algorithms
- resource requirements
- model free
- distributed resource allocation
- multi agent systems
- learning algorithm
- temporal difference
- learning agent
- resource allocation and scheduling
- allocation strategies
- allocate resources
- trading agents
- dynamic resource allocation
- learning agents
- machine learning