A HPC Co-scheduler with Reinforcement Learning.
Abel SouzaKristiaan PelckmansJohan TordssonPublished in: JSSPP (2021)
Keyphrases
- reinforcement learning
- high performance computing
- function approximation
- state space
- reinforcement learning algorithms
- learning algorithm
- markov decision processes
- fault tolerance
- model free
- multi agent
- optimal policy
- optimal control
- learning process
- machine learning
- scientific computing
- scheduling algorithm
- markov decision process
- reinforcement learning methods
- stochastic approximation
- robot control
- temporal difference
- monte carlo
- genetic algorithm