图 书 馆
基于TOMSY拓扑的运动合成的机器人的灵巧操纵TOMSY - Topology Based Motion Synthesis for Dexterous Manipulation |
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| 课程网址: | http://videolectures.net/cogsys2012_kragic_dexterous/ |
| 主讲教师: | Danica Kragić |
| 开课单位: | KTH-皇家理工学院 |
| 开课时间: | 2012-03-14 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | TOMSY is a Collaborative Project funded by the European Commission through its Cognition Unit under the Information Society Technologies of the seventh Framework Programme (FP7). The project was launched on 1st of April 2011 and will run for a total of 36 months.The aim of TOMSY is to enable a generational leap in the techniques and scalability of motion synthesis algorithms. We propose to do this by learning and exploiting appropriate topological representations and testing them on challenging domains of flexible, multi-object manipulation and close contact robot control and computer animation. Traditional motion planning algorithms have struggled to cope with both the dimensionality of the state and action space and generalisability of solutions in such domains. This proposal builds on existing geometric notions of topological metrics and uses data driven methods to discover multi-scale mappings that capture key invariances - blending between symbolic, discrete and continuous latent space representations. We will develop methods for sensing, planning and control using such representations. TOMSY, for the first time, aims to achieve this by realizing flexibility at all the three levels of sensing, representation and action generation by developing novel object-action representations for sensing based on manipulation manifolds and refining metamorphic manipulator design in a complete cycle. The methods and hardware developed will be tested on challenging real world robotic manipulation problems ranging from primarily 'relational' block worlds, to articulated carton folding or origami and all the way to full body humanoid interactions with flexible objects. The results of this project will go a long way towards providing some answers to the long standing question of the 'right' representation in a sensorimotor control and provide a basis for a future generation of robotic and computer vision systems capable of real-time synthesis of motion that result in fluent interaction with their environment. |
| 关 键 词: | 信息社会技术; 拓扑表示法; 机器人控制; 机器人和计算机视觉系统 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2019-10-17：cwx |
| 阅读次数: | 42 |