ML-based Reinforcement Learning Approach for Power Management in SoCs.
David AkselrodPublished in: SoCC (2019)
Keyphrases
- power management
- reinforcement learning
- power consumption
- maximum likelihood
- energy saving
- data center
- energy consumption
- function approximation
- state space
- energy efficiency
- learning process
- multi agent
- markov decision processes
- battery life
- reinforcement learning algorithms
- learning algorithm
- transfer learning
- model free
- function approximators
- database
- base station
- context aware
- action selection
- temporal difference
- machine learning
- databases