Poster Abstract: Residential Energy Management System Using Personalized Federated Deep Reinforcement learning.
Jiechao GaoWenpeng WangBradford CampbellPublished in: IPSN (2022)
Keyphrases
- management system
- reinforcement learning
- energy consumption
- energy saving
- function approximation
- energy efficiency
- e learning
- real estate
- energy minimization
- higher level
- state space
- energy efficient
- low level
- decision support system
- digital libraries
- hurricane katrina
- learning algorithm
- action selection
- optimal control
- temporal difference
- low energy
- distributed systems
- multi agent
- high level
- reinforcement learning algorithms
- machine learning
- minimum energy
- decision making
- temporal abstractions
- federated search
- user oriented
- personalized recommendation
- metadata
- markov decision processes
- learning process
- supervised learning
- database management systems
- user profiles
- optimal policy