Anmol Gupta

PokeNet: Learning Kinematic Models of Articulated Objects from Human Observations

Articulation modeling enables robots to learn joint parameters of articulated objects for effective manipulation which can then be used downstream for skill learning or planning. Existing approaches often rely on prior knowledge about the objects, such as the number or type of joints. Some of these …