RL-TSCH: A Reinforcement Learning Algorithm for Radio Scheduling in TSCH 802.15.4e.
Nguyen Duy HungThu Ngo-QuynhFumihide KojimaTien Pham-VanToan Nguyen-DucSonxay LuongoudonPublished in: ICTC (2019)
Keyphrases
- reinforcement learning algorithms
- reinforcement learning
- scheduling problem
- scheduling algorithm
- flexible manufacturing systems
- wireless communication
- function approximation
- data sets
- real time database systems
- markov decision processes
- resource constraints
- model free
- dynamic scheduling
- round robin
- complex domains
- resource allocation
- resource utilization
- response time
- state space
- active learning
- database systems