Bridge Data

Bridge Data 是一个大型多领域和多任务数据集，包含 7,200 个演示，构成跨 10 个环境的 71 个任务。该数据集是使用低成本但多功能的 6 自由度 WidowX250 机械臂收集的，包含 7,200 个机器人演示，该机器人在 10 个具有不同照明、机器人位置和背景的环境中执行 71 项厨房任务。它可用于促进机器人技能的泛化，并通过实证研究它如何改善新环境中新任务的学习。

Bridge Data is a large-scale multi-domain and multi-task dataset containing 7,200 demonstrations covering 71 tasks across 10 distinct environments. This dataset was collected using a low-cost yet versatile 6-degree-of-freedom WidowX250 robotic arm, and the 7,200 robotic demonstrations correspond to 71 kitchen tasks performed by the robot in 10 environments with varying lighting conditions, robot positions and backgrounds. It can be utilized to facilitate the generalization of robotic skills and empirically study how it enhances the learning of new tasks in unseen environments.

搜集汇总

背景与挑战

背景概述

Bridge Data是一个包含7,200个机器人演示的大型数据集，覆盖10个环境和71个厨房任务，旨在提升机器人技能的泛化能力。