Multi-objective Reinforcement Learning based approach for User-Centric Power Optimization in Smart Home Environments.
Saurabh GuptaSiddhant BhambriKaran DhingraArun Balaji BuduruPonnurangam KumaraguruPublished in: CoRR (2020)
Keyphrases
- user centric
- home environments
- multi objective
- reinforcement learning
- home environment
- smart home environment
- smart home
- evolutionary algorithm
- context awareness
- genetic algorithm
- daily activities
- personal information
- context dependent
- objective function
- clickstream data
- digital content
- text entry
- machine learning
- online social networks
- activity recognition
- low cost
- computational intelligence
- learning algorithm