Towards Safe Model-Free Building Energy Management using Masked Reinforcement Learning.
Sharath Ram KumarRémy Rigo-MarianiBenoit DelinchantArvind EaswaranPublished in: ISGT EUROPE (2023)
Keyphrases
- model free
- energy management
- reinforcement learning
- reinforcement learning algorithms
- function approximation
- temporal difference
- power consumption
- rl algorithms
- policy iteration
- policy evaluation
- power saving
- temporal difference learning
- electric vehicles
- optimal policy
- state space
- smart home
- energy saving
- data mining
- action selection
- learning algorithm
- learning problems
- markov decision processes
- sensor data
- dynamic programming