Mobility-Aware Centralized Reinforcement Learning for Dynamic Resource Allocation in HetNets.
Jie LiuXiaoming TaoJianhua LuPublished in: GLOBECOM (2019)
Keyphrases
- dynamic resource allocation
- reinforcement learning
- resource allocation
- function approximation
- distributed environment
- learning algorithm
- reinforcement learning algorithms
- learning process
- temporal difference
- markov decision processes
- allocation policies
- mobile agents
- peer to peer
- optimal control
- action selection
- state space
- temporal difference learning
- supervised learning
- mobile users
- model free
- multi agent
- multi agent reinforcement learning
- network connectivity
- network configuration
- neural network
- real time