Torben Schiz

Communication Reduction via Semantic-Based Encoding in DMPC Using LSTMs

This work employs encoder-decoder networks built around long-short term memory (LSTM) cells in a distributed optimization algorithm that allows unprecedented reconstruction accuracy or the usage of different prediction-horizon lengths without the necessity to retrain.