activity
20192023
most citedDeep Reinforcement Learning for the Control of Robotic Manipulation: A Focussed Mini-Review

181 citations · 239 across the 7 of their papers we have counts for

collaborators

7 papers

cs.RO2023★ 10 cited

Spatiotemporal modeling of grip forces captures proficiency in manual robot control

Rongrong Liu, John M. Wandeto, Florent Nageotte +3

This paper builds on our previous work by exploiting Artificial Intelligence to predict individual grip force variability in manual robot control. Grip forces were recorded from va…

eess.IV2021★ 7 cited

Data Stream Stabilization for Optical Coherence Tomography Volumetric Scanning

Guiqiu Liao, Oscar Caravaca-Mora, Benoit Rosa +7

Optical Coherence Tomography (OCT) is an emerging medical imaging modality for luminal organ diagnosis. The non-constant rotation speed of optical components in the OCT catheter ti…

cs.RO2021★ 181 cited

Deep Reinforcement Learning for the Control of Robotic Manipulation: A Focussed Mini-Review

Rongrong Liu, Florent Nageotte, Philippe Zanne +2

Deep learning has provided new ways of manipulating, processing and analyzing data. It sometimes may achieve results comparable to, or surpassing human expert performance, and has…

cs.RO2021★ 1 cited

Wearable Sensors for Spatio-Temporal Grip Force Profiling

Rongrong Liu, Florent Nageotte, Philippe Zanne +2

Wearable biosensor technology enables real-time, convenient, and continuous monitoring of users behavioral signals. Such include signals relative to body motion, body temperature,…

cs.RO2020★ 5 cited

Correlating grip force signals from multiple sensors highlights prehensile control strategies in a complex task-user system

Birgitta Dresp-Langley, Florent Nageotte, Philippe Zanne +1

Wearable sensor systems with transmitting capabilities are currently employed for the biometric screening of exercise activities and other performance data. Such technology is gene…

cs.RO2020★ 17 cited

Sensors for expert grip force profiling: towards benchmarking manual control of a robotic device for surgical tool movements

Michel de Mathelin, Florent Nageotte, Philippe Zanne +1

STRAS (Single access Transluminal Robotic Assistant for Surgeons) is a new robotic system for application to intraluminal surgical procedures. Preclinical testing of STRAS has rece…