FAS-DQN: Freshness-Aware Scheduling via Reinforcement Learning for Latency-Sensitive Applications.
Chunyang ZhouGuohui LiJianjun LiQuan ZhouBing GuoPublished in: IEEE Trans. Computers (2022)
Keyphrases
- reinforcement learning
- response time
- resource utilization
- scheduling algorithm
- scheduling problem
- wireless broadcast
- heterogeneous computing
- multi agent
- round robin
- parallel machines
- optimal policy
- resource allocation
- markov decision processes
- function approximation
- machine learning
- state space
- function approximators
- real time database systems
- model free
- data placement
- robotic control
- temporal difference learning
- reinforcement learning methods
- parallel computing
- reinforcement learning algorithms
- temporal difference
- action selection
- resource constraints
- prefetching
- optimal control
- fault tolerant
- learning process
- learning algorithm