Deep Reinforcement Learning-based Predictive Maintenance Task Offloading and Resource Allocation.
Bo ZhangChenghao WangPublished in: ICCT (2023)
Keyphrases
- resource allocation
- reinforcement learning
- resource management
- resource consumption
- resource allocation problems
- function approximation
- optimal resource allocation
- state space
- allocation problems
- resource requirements
- model free
- temporal difference
- markov decision processes
- game theory
- learning algorithm
- reinforcement learning algorithms
- allocation strategies
- resource availability
- trading agents
- combinatorial auctions
- resource usage
- machine learning
- distributed resource allocation
- resource allocation and scheduling
- dynamic programming
- job scheduling
- multi agent
- scarce resources