2 papers
cs.RO2019
Local Online Motor Babbling: Learning Motor Abundance of A Musculoskeletal Robot Arm
Zinan Liu, Arne Hitzmann, Shuhei Ikemoto +3
Motor babbling and goal babbling has been used for sensorimotor learning of highly redundant systems in soft robotics. Recent works in goal babbling has demonstrated successful lea…
cs.LG2019
Learning walk and trot from the same objective using different types of exploration
Zinan Liu, Kai Ploeger, Svenja Stark +2
In quadruped gait learning, policy search methods that scale high dimensional continuous action spaces are commonly used. In most approaches, it is necessary to introduce prior kno…