Evgenya Pergament

Network Offloading Policies for Cloud Robotics: A Learning-Based Approach

Today's robotic systems are increasingly turning to computationally expensive models such as deep neural networks (DNNs) for tasks like localization, perception, planning, and object detection. However, resource-constrained robots, like low-power drones, often have insufficient on-board compute reso…