Device Placement Optimization with Reinforcement Learning.
Azalia MirhoseiniHieu PhamQuoc V. LeBenoit SteinerRasmus LarsenYuefeng ZhouNaveen KumarMohammad NorouziSamy BengioJeff DeanPublished in: CoRR (2017)
Keyphrases
- real time
- reinforcement learning
- optimal placement
- state space
- optimization algorithm
- constrained optimization
- function approximation
- global optimization
- temporal difference
- optimization process
- optimization method
- reinforcement learning algorithms
- control system
- model free
- multi agent
- optimization problems
- supervised learning
- case study
- learning agent
- policy search
- data mining