ManiSkill-2021
收藏科学数据银行2021-07-29 更新2026-04-23 收录
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https://www.scidb.cn/en/detail?dataSetId=dc95b393910a4706b7b2dc7de16b30b3
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资源简介：
At home, office, or other environments, we see the 3D world and manipulate objects surrounding us. Computer scientists today are interested in building artificial intelligence that can behave and interact with 3D objects as we humans do. To this end, we introduce SAPIEN Manipulation Skill Challenge, or ManiSkill Challenge for short, a challenge focusing on acquiring generalizable manipulation skills.ManiSkill challenge is built on the ManiSkill Benchmark, which utilizes a rich and diverse set of articulated objects to build 4 tasks. All tasks are equipped with high-quality demonstrations for learning-from-demonstrations approaches and we provide common baseline algorithms. We believe this challenge will encourage the robot learning community to explore generalizable object manipulation skills.This dataset contains the training datasets and pre-trained baseline models of ManiSkill Challenge 2021( https://sapien.ucsd.edu/challenges/maniskill2021).
提供机构：
University of California San Diego; Zhiwei Jia; Tongzhou Mu; Xuanlin Li; Fanbo Xiang; Zhiao Huang
创建时间：
2021-07-24
