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Teleop Demonstration Accumulation for Diffusion Policies

Introduction

Diffusion policies require accumulation of demos. Based on webXR browser, we can teleoperate a real piper robot and pybullet simulation environment. The end-effector follows the twist of the handheld device. Handheld device twist sampled at 10 Hz, robot follows at 200 Hz.

Teleoperation

Teleoperation system with Piper (Agile-X) and realsense l515

Teleoperation system in Pybullet with Franka Panda

Deployment

Success

Fail

Captured Input

RGB input

RGB input

Depth input

Depth input