3 papers
cs.RO2026
Coupled Control and Wireless World Models for Resilient Remote Robotic Control
H. P. Madushanka, Sumudu Samarakoon, Mehdi Bennis
Remote robotic systems operating over wireless networks must maintain reliable control despite limited communication resources, changing channel conditions, and environmental distu…
cs.LG2024
Maze Discovery using Multiple Robots via Federated Learning
Kalpana Ranasinghe, H. P. Madushanka, Rafaela Scaciota +2
This work presents a use case of federated learning (FL) applied to discovering a maze with LiDAR sensors-equipped robots. Goal here is to train classification models to accurately…
cs.RO2024
Real-Time Remote Control via VR over Limited Wireless Connectivity
H. P. Madushanka, Rafaela Scaciota, Sumudu Samarakoon +1
This work introduces a solution to enhance human-robot interaction over limited wireless connectivity. The goal is toenable remote control of a robot through a virtual reality (VR)…