Reduction of wasted energy in a volunteer computing system through Reinforcement Learning.
A. Stephen McGoughMatthew ForshawPublished in: Sustain. Comput. Informatics Syst. (2014)
Keyphrases
- reinforcement learning
- energy minimization
- reinforcement learning algorithms
- function approximation
- markov decision processes
- machine learning
- energy consumption
- learning process
- state space
- feature selection
- efficient computation
- model free
- neural network
- hidden markov models
- optimal policy
- image segmentation
- genetic algorithm
- energy efficiency
- data reduction
- reduction method
- low energy
- stochastic approximation