Adaptive Generalized Proportional Fair Scheduling with Deep Reinforcement Learning.
Juhwan SongYujin NamHyungtae KwonIlsong SimSeung Joo MaengSeowoo JangPublished in: GLOBECOM (Workshops) (2022)
Keyphrases
- reinforcement learning
- scheduling algorithm
- scheduling problem
- state space
- adaptive control
- function approximation
- learning capabilities
- optimal policy
- data mining
- resource constraints
- resource allocation
- dynamic programming
- multi objective
- evolutionary algorithm
- multi agent
- machine learning
- neural network
- search algorithm
- learning algorithm
- model free
- action selection
- reinforcement learning algorithms
- robot control
- round robin
- inversely proportional