Q-Learning-Based Task Offloading and Resources Optimization for a Collaborative Computing System.
Zihan GaoWanming HaoZhuo HanShouyi YangPublished in: IEEE Access (2020)
Keyphrases
- cooperative
- reinforcement learning
- limited resources
- global optimization
- state space
- optimization algorithm
- optimization method
- learning algorithm
- optimization process
- resource management
- function approximation
- resource allocation
- optimization problems
- knowledge sharing
- combinatorial optimization
- monte carlo
- optimal solution
- web resources
- objective function
- computer supported collaborative learning
- data sets
- resource constraints
- optimization model
- model free
- reinforcement learning algorithms