A Fast and Optimal Smart Home Energy Management System: State-Space Approximate Dynamic Programming.
Zhiheng ZhaoChanaka KeerthisinghePublished in: IEEE Access (2020)
Keyphrases
- approximate dynamic programming
- smart home
- management system
- state space
- dynamic programming
- stochastic dynamic programming
- reinforcement learning
- linear program
- control policy
- average cost
- assisted living
- linear programming
- context aware
- optimal control
- activity recognition
- markov decision processes
- smart home environment
- optimal solution
- ubiquitous environments
- dynamical systems
- optimal policy
- intelligent systems
- artificial intelligence
- step size
- data mining
- energy consumption
- markov chain
- supervised learning