Towards Personalization of User Preferences in Partially Observable Smart Home Environments.
Shashi SumanFrançois RivestAli EtemadPublished in: CoRR (2021)
Keyphrases
- user preferences
- home environments
- partially observable
- home environment
- markov decision processes
- reinforcement learning
- state space
- decision problems
- dynamical systems
- user profiles
- user behavior
- smart home
- recommender systems
- user specific
- infinite horizon
- daily activities
- collaborative filtering
- belief state
- preference model
- recommendation systems
- reward function
- text entry
- human computer interaction
- ambient assisted living
- planning domains
- heuristic search
- machine learning