Elephant Robotics Demos Arm Trained by Teleoperation
Elephant Robotics has demonstrated its myArm M&C, a collaborative robotic arm that uses a vision system trained via human teleoperation. In the demo, the arm autonomously sorted blocks based on color. This approach highlights a practical method of integrating machine learning into industrial automation by teaching robots through direct human guidance.
- Shenzhen-based Elephant Robotics was founded in 2016 by Kirin Wu and Junyi Song and was incubated by the hardware accelerator HAX. The company has received funding from investors including SOSV, Cloud Angel, and ZhenFund. - The myArm system consists of two distinct 6+1 degree-of-freedom arms: the myArm M750 "master" arm, which performs the task, and the myArm C650 "controller" arm that a human operator manipulates to provide the training data. - The myArm M750 has a working radius of 750mm and a payload capacity of 500g (with a maximum of 1000g), designed to handle common household-sized items. The system supports common robotics development platforms like Python and ROS. - This method of "imitation learning" is a key technique in machine learning for robotics, where a robot learns to perform a task by observing a human demonstration, rather than being explicitly programmed. - Teleoperation is particularly useful for training robots to handle tasks in hazardous environments or those requiring delicate, precise maneuvers that are difficult to program traditionally. - The broader field of collaborative robots, or "cobots," is seeing increased use of machine learning to allow robots to work safely alongside humans, adapt to environmental changes, and even predict their own maintenance needs. - Key competitors in the collaborative robot arm space include Universal Robots, FANUC, Doosan Robotics, and Techman Robot, each offering a range of cobots with varying payload capacities and specialized features like integrated vision systems. - While Elephant Robotics offers a range of cobots for industrial and educational use, competitors like Universal Robots and FANUC have models with significantly higher payload capacities, such as the UR20 with a 20kg payload and the CRX-10iA with a 10kg payload.
