Learning of torque pattern generator for locomotion based on balance control

In this paper, we consider a torque pattern learning during biped walking based on the feedback balance control. By learning, the torque profile of feedback controller is copied to feedforward controller consisting of the oscillator. Then, the ground reaction forces, which are essential to behave in uncertain environmental conditions, are not required. We simulate this process under some environmental conditions.