Markov decision process (MDP) framework for software power optimization using call profiles on mobile phones.
Eric JungFrank Maker IIITang Lung CheungXin LiuVenkatesh AkellaPublished in: Des. Autom. Embed. Syst. (2010)
Keyphrases
- mobile phone
- markov decision process
- state space
- markov decision processes
- reinforcement learning
- mobile devices
- mobile users
- optimal policy
- transition matrices
- finite horizon
- infinite horizon
- smart phones
- mobile learning
- mobile applications
- mobile technologies
- utility function
- probabilistic model
- user interface
- learning algorithm