2 papers
cs.RO2022
Reactive Anticipatory Robot Skills with Memory
Hakan Girgin, Julius Jankowski, Sylvain Calinon
Optimal control in robotics has been increasingly popular in recent years and has been applied in many applications involving complex dynamical systems. Closed-loop optimal control…
cs.RO2020
Learning Constrained Distributions of Robot Configurations with Generative Adversarial Network
Teguh Santoso Lembono, Emmanuel Pignat, Julius Jankowski +1
In high dimensional robotic system, the manifold of the valid configuration space often has a complex shape, especially under constraints such as end-effector orientation or static…