Combining Multi-Objective Bayesian Optimization with Reinforcement Learning for TinyML

Mark Deutel, Georgios Kontes, Christopher Mutschler +1

Deploying deep neural networks (DNNs) on microcontrollers (TinyML) is a common trend to process the increasing amount of sensor data generated at the edge, but in practice, resourc…