Optimal control

Humanoid gait generation in complex environments based on template models and optimality principles learned from human beings

In this paper, we present an inverse optimal control-based transfer of motions from human experiments to humanoid robots and apply it to walking in constrained environments. To this end, we introduce a 3D template model, which describes motion on the …