Downlink Scheduling in LTE with Deep Reinforcement Learning, LSTMs and Pointers.
Aisha RobinsonThomas KunzPublished in: MILCOM (2021)
Keyphrases
- long term evolution
- reinforcement learning
- resource allocation
- scheduling and resource allocation
- scheduling algorithm
- scheduling problem
- function approximation
- quality of service
- pricing model
- cellular networks
- markov decision processes
- round robin
- reinforcement learning algorithms
- resource management
- state space
- learning algorithm
- temporal difference
- optimal policy
- model free
- action selection
- fourth generation
- mobile robot
- parallel machines
- resource constraints
- dynamic programming
- function approximators
- computer simulation
- real time database systems
- software implementation
- multimedia services
- flexible manufacturing systems
- response time
- multi agent