Model-Free Iterative Temporal Appliance Discovery for Unsupervised Electricity Disaggregation.

Mark Valovage Akshay Shekhawat Maria L. Gini

Published in: AAAI (2018)

Keyphrases

model free
energy saving
reinforcement learning
electricity consumption
temporal difference
function approximation
reinforcement learning algorithms
unsupervised learning
temporal information
policy iteration
energy consumption
semi supervised
supervised learning
pattern discovery
training data
average reward