VOCALoco: Viability-Optimized Cost-aware Adaptive Locomotion
VOCALoco predicts the viability and cost of transport of several pretrained locomotion skills from local heightmaps, then executes the safest, most efficient one. It improves robustness on stair ascent and descent over an end-to-end DRL policy and transfers to a real ANYmal-D quadruped.