2 citations · 2 across the 4 of their papers we have counts for
4 papers
Amortising Trajectory Optimisation for Residual MPC via Implicit Contact Differentiation
Daniel Layeghi, Thomas Corbères, Calum Arnott +4
Differentiable simulation can accelerate contact-rich trajectory optimisation by exposing local sensitivities of task outcomes to controls. Existing approaches either use finite di…
Gust Estimation and Rejection with a Disturbance Observer for Proprioceptive Underwater Soft Morphing Wings
Tobias Cook, Leo Micklem, Huazhi Dong +3
Unmanned underwater vehicles are increasingly employed for maintenance and surveying tasks at sea, but their operation in shallow waters is often hindered by hydrodynamic disturban…
Learning Long-Horizon Robot Manipulation Skills via Privileged Action
Xiaofeng Mao, Yucheng Xu, Zhaole Sun +3
Long-horizon contact-rich tasks are challenging to learn with reinforcement learning, due to ineffective exploration of high-dimensional state spaces with sparse rewards. The learn…
Robust and Dexterous Dual-arm Tele-Cooperation using Adaptable Impedance Control
Keyhan Kouhkiloui Babarahmati, Mohammadreza Kasaei, Carlo Tiseo +2
In recent years, the need for robots to transition from isolated industrial tasks to shared environments, including human-robot collaboration and teleoperation, has become increasi…