TTDeep: Time-Triggered Scheduling for Real-Time Ethernet via Deep Reinforcement Learning.
Hongyu JiaYu JiangChunmeng ZhongHai WanXibin ZhaoPublished in: GLOBECOM (2021)
Keyphrases
- real time
- reinforcement learning
- high speed
- robotic control
- data acquisition
- real time database systems
- scheduling algorithm
- function approximation
- scheduling problem
- model free
- optimal policy
- learning algorithm
- vision system
- state space
- temporal difference
- reinforcement learning algorithms
- shop floor
- resource allocation
- markov decision processes
- resource constraints
- real time systems
- round robin
- hidden markov models
- local area network