Decoupling Offloading Decision and Resource Allocation via Deep Reinforcement Learning and Sequential Least Squares Programming.
Zhihao XuanGuiyi WeiZhengwei NiJifa ZhangPublished in: ChinaCom (2020)
Keyphrases
- resource allocation
- least squares
- reinforcement learning
- policy evaluation
- resource allocation decisions
- resource allocation problems
- optimal resource allocation
- resource management
- decision making
- policy iteration
- allocation problems
- linear regression
- game theory
- markov decision processes
- function approximation
- decision makers
- allocation strategies
- scarce resources
- temporal difference
- reinforcement learning algorithms
- resource availability
- allocate resources
- learning algorithm
- optical flow
- resource requirements
- resource usage
- decision problems
- optimal policy
- machine learning
- distributed resource allocation
- trading agents
- decision theory
- grid resource
- state space
- power allocation
- multi agent
- market equilibrium