37 citations · 55 across the 9 of their papers we have counts for
11 papers · 1 filter
XBG: End-to-end Imitation Learning for Autonomous Behaviour in Human-Robot Interaction and Collaboration
Carlos Cardenas-Perez, Giulio Romualdi, Mohamed Elobaid +6
This paper presents XBG (eXteroceptive Behaviour Generation), a multimodal end-to-end Imitation Learning (IL) system for a whole-body autonomous humanoid robot used in real-world H…
Analysis and Perspectives on the ANA Avatar XPRIZE Competition
Kris Hauser, Eleanor Watson, Joonbum Bae +25
The ANA Avatar XPRIZE was a four-year competition to develop a robotic "avatar" system to allow a human operator to sense, communicate, and act in a remote environment as though ph…
A Structured Prediction Approach for Robot Imitation Learning
Anqing Duan, Iason Batzianoulis, Raffaello Camoriano +3
We propose a structured prediction approach for robot imitation learning from demonstrations. Among various tools for robot imitation learning, supervised learning has been observe…
Failure Detection and Fault Tolerant Control of a Jet-Powered Flying Humanoid Robot
Gabriele Nava, Daniele Pucci
Failure detection and fault tolerant control are fundamental safety features of any aerial vehicle. With the emergence of complex, multi-body flying systems such as jet-powered hum…
Torque Control with Joints Position and Velocity Limits Avoidance
Venus Pasandi, Daniele Pucci
The design of a control architecture for providing the desired motion along with the realization of the joint limitation of a robotic system is still an open challenge in control a…
Simultaneous Action Recognition and Human Whole-Body Motion and Dynamics Prediction from Wearable Sensors
Kourosh Darvish, Serena Ivaldi, Daniele Pucci
This paper presents a novel approach to solve simultaneously the problems of human activity recognition and whole-body motion and dynamics prediction for real-time applications. St…