Self-Organized Resource Allocation for LTE Pico Cells: A Reinforcement Learning Approach.
Afef FekiVéronique CapdevielleElom SorsyPublished in: VTC Spring (2012)
Keyphrases
- resource allocation
- reinforcement learning
- long term evolution
- resource allocation problems
- resource management
- function approximation
- resource requirements
- state space
- model free
- multi agent
- markov decision processes
- optimal resource allocation
- allocation problems
- quality of service
- game theory
- resource availability
- allocate resources
- pricing model
- temporal difference
- resource allocation decisions
- reinforcement learning algorithms
- optimal policy
- social welfare
- learning algorithm
- learning process
- dynamic resource allocation
- resource allocation and scheduling
- allocation strategies
- resource usage
- resource consumption
- cellular networks