EP01 聊一聊机器人模拟器-Simulator! episode artwork

EPISODE · Jan 22, 2024 · 1H

EP01 聊一聊机器人模拟器-Simulator!

from ReSpark

大家好,欢迎来到SOTA!这是一档分享AI机器人领域最前沿的产业和学术动态的播客,我是Jamie!这期节目我们来聊一聊具身智能模拟器simulator。我也非常荣幸的邀请到了机器人模拟器开源项目simulately的发起人之一耿浩然和主要参与者之一秦誉哲进行访谈。耿浩然是北京大学图灵班20级本科生,同时也是2023年北京大学年度人物,他从大一开始在北大王鹤老师的具身智能团队进行科研实习,他科研成果突出,作为本科生在 CV和机器人顶会上发表了多篇论文。​秦誉哲是加利福尼亚大学圣地亚哥分校(UCSD)的博士生,由王小龙和苏昊教授共同指导,本科毕业于上海交大。他的研究领域涉及使用五指手进行灵巧操纵、3D感知以及强化学习(RL)和模仿学习(IL)。00:02:56:为什么会做Simulately00:04:59:Simulately之后的迭代00:10:03:机器人模拟器目前的生态格局是什么样子00:15:04:做一个好的Simulator最大的挑战是什么00:20:07:强化学习和模仿学习对Simulator的选择有什么不同?00:25:08:如何解决Sim2Real Gap问题00:30:11:模仿学习和强化学习哪条路更可行?00:35:07:Anyteleo遥操作为什么也需要模拟器?00:40:11:模仿学习可以你直接部署的真机上吗?00:45:16:目前常见的物理引擎对比00:50:19:3D生成和模拟器的关系00:55:21:触觉在操作上的必要性在小宇宙查看该单集文稿

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EP01 聊一聊机器人模拟器-Simulator!

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