A Deep-Reinforcement-Learning-Based Recommender System for Occupant-Driven Energy Optimization in Commercial Buildings.
Peter WeiStephen XiaRunfeng ChenJingyi QianChong LiXiaofan JiangPublished in: IEEE Internet Things J. (2020)
Keyphrases
- reinforcement learning
- recommender systems
- optimization problems
- optimization algorithm
- energy consumption
- optimization process
- optimization methods
- model free
- state space
- smart home
- energy minimization
- global optimization
- markov decision processes
- multi objective
- urban environments
- function approximation
- combinatorial optimization
- user preferences
- multi agent
- optimization method
- learning algorithm
- optimal policy
- objective function
- data driven
- collaborative filtering
- multi agent systems
- reinforcement learning algorithms
- distribution network
- movie recommendation