Robosuite tasks
收藏arXiv2025-09-30 收录
下载链接:
https://github.com/fdeng18/dreamer-pro
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资源简介:
该数据集包含了五个在模拟3D环境中具有挑战性的机器人臂任务,旨在评估DreamingV2方法与传统强化学习方法的性能对比。这些任务设计模拟了现实世界的场景,涵盖了视觉观察中的各种复杂程度。数据集的规模涉及多个任务,例如提升、开门、插孔和抓取乐高积木等,均属于机器人操作任务的强化学习范畴。
This dataset contains five challenging robotic arm tasks in simulated 3D environments, developed to benchmark the performance of the DreamingV2 method against traditional reinforcement learning approaches. These tasks are designed to replicate real-world scenarios, encompassing diverse complexity levels in visual observations. The dataset covers multiple tasks including lifting, door opening, plug insertion, and grasping Lego bricks, all of which fall under the scope of reinforcement learning for robotic manipulation.
提供机构:
RoboSuite



