Reinforcement Learning (RL) Based Admission Control in Advance Bandwidth Reservation.
Tananun OrawiwattanakulTakuya MiyasakaPublished in: NOMS (2024)
Keyphrases
- admission control
- reinforcement learning
- call admission control
- control policy
- atm networks
- end to end
- quality of service
- service differentiation
- resource management
- function approximation
- model free
- state space
- production system
- reinforcement learning algorithms
- blocking probability
- differentiated services
- rl algorithms
- optimal control
- learning algorithm
- temporal difference
- web server
- markov decision processes
- resource consumption
- autonomous learning
- bandwidth allocation
- optimal policy
- dynamic programming
- multi agent
- machine learning
- partially observable domains
- action space