RLScheduler: Learn to Schedule HPC Batch Jobs Using Deep Reinforcement Learning.
Di ZhangDong DaiYoubiao HeForrest Sheng BaoPublished in: CoRR (2019)
Keyphrases
- reinforcement learning
- single machine scheduling problem
- scheduling problem
- batch processing
- function approximation
- flowshop
- function approximators
- high performance computing
- open shop
- processing times
- complex domains
- learning agent
- batch size
- batch mode
- limited capacity
- reinforcement learning agents
- scientific computing
- learning algorithm
- precedence constraints
- action selection
- scheduling algorithm
- active learning
- machine learning
- reinforcement learning algorithms
- branch and bound algorithm
- job scheduling
- learning process
- multi agent
- agent receives