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自主机器人技能的获得

Autonomous Robot Skill Acquisition
课程网址: http://videolectures.net/aaai2011_kuindersma_acquisition/  
主讲教师: George Konidaris, Scott Kuindersma
开课单位: 马萨诸塞大学
开课时间: 2011-12-19
课程语种: 英语
中文简介:
我们描述了一种机器人系统,它通过与环境的互动自主获取技能。机器人学会对一组先天控制器的执行进行排序以解决任务,提取并保留该解决方案的组件作为便携技能,然后转移这些技能以减少学习解决第二项任务所需的时间。
课程简介: We describe a robot system that autonomously acquires skills through interaction with its environment. The robot learns to sequence the execution of a set of innate controllers to solve a task, extracts and retains components of that solution as portable skills, and then transfers those skills to reduce the time required to learn to solve a second task.
关 键 词: 自主获取技能; 互动; 固有的控制器; 解决了任务的执行
课程来源: 视频讲座网
最后编审: 2020-06-27:zyk
阅读次数: 70