Beyond Max-weight Scheduling: A Reinforcement Learning-based Approach.
Jeongmin BaeJoohyun LeeSong ChongPublished in: WiOpt (2019)
Keyphrases
- reinforcement learning
- scheduling problem
- function approximation
- state space
- scheduling algorithm
- round robin
- reinforcement learning algorithms
- data sets
- multi agent reinforcement learning
- optimal policy
- markov decision processes
- robotic control
- temporal difference
- action selection
- model free
- parallel machines
- resource constraints
- dynamic programming
- multi agent
- database systems
- machine learning
- resource allocation
- parallel processors
- information systems
- policy search