Deep Reinforcement Learning for Edge Computing and Resource Allocation in 5G Beyond.
Yueyue DaiDu XuKe ZhangYunlong LuSabita MaharjanYan ZhangPublished in: ICCT (2019)
Keyphrases
- resource allocation
- reinforcement learning
- resource allocation problems
- resource management
- optimal resource allocation
- resource allocation decisions
- state space
- game theory
- resource requirements
- combinatorial auctions
- allocation strategies
- function approximation
- learning algorithm
- reinforcement learning algorithms
- resource usage
- markov decision processes
- optimal policy
- allocate resources
- allocation problems
- resource allocation and scheduling
- trading agents
- dynamic programming
- multi agent