Suraj Borate

Semantic reasoning enables robots to achieve over 98% localization accuracy in complex indoor environments, even with incomplete or unseen map data.

Achieves highly accurate locomotion control (5mm RMSE) on a soft quadruped using a physics-informed MPC, despite the challenges of modeling and controlling highly deformable legs with only four actuators.