NRI: INT: COLLAB: Program Verification and Synthesis for Collaborative Robots
NRI: INT: COLLAB: Program Verification and Synthesis for Collaborative Robots
批准号:
1924435
负责人:
Maya Cakmak
金额:
$54.09万
依托单位:
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2019
资助国家:
美国
项目状态:
已结题
起止时间:
2019-09-01 至 2023-08-31
中文摘要
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英文摘要
Developing applications for robots currently requires advanced knowledge and skills in both robotics and software engineering. As a result, development of robot applications is currently only accessible to a very small segment of the population, excluding those who might have the deepest insight about potential application domains for robots (e.g., experts in logistics, manufacturing, marketing), those who might be better suited to design robot behaviors for human interaction (e.g., designers, artists, psychologists), and those who might be using and repurposing robots day-to-day (e.g., end-users, supervisors, maintenance personnel). This project aims to design and implement a suite of tools and methods, powered by developments in the field of programming languages, to enable the programming of interactive robots with minimal prior experience. These tools and methods will assist all stages of the programming process, including ideation of what the robot behavior should be, coding of the program, its testing on the robot to guarantee certain properties, and adapting the program for deployments in different contexts. The research will make robot programming accessible to the broader public and "democratize" it by substantially lowering barriers to engagement in technology development. Through collaborations with domain experts, the principles, methods, and tools created by the project will be applied to real-world robotics applications, transferring the scientific contributions of the project to robotics organizations. Through an integrated education program, computer science training and curriculum will be enhanced across three institutions by introducing new courses and course modules on robotics software development. To facilitate public understanding of and engagement with science and technology, a robot programming environment for elementary- and middle-school-aged children will be developed along with a structured curriculum for its use in an outreach summer program, and these will be widely disseminated as open-source materials.The key innovation of the project is the development of novel paradigms for programming that use state-of-the-art program analysis and synthesis methods to support a wide range of programming tasks across the development cycle for robotics applications. Specifically, the project will support each stage of the cycle in three research thrusts with the following objectives: (1) facilitating the capture of user intent by translating designer and end-user intent captured through acting and dialogue into robot programs; (2) supporting iterative development and testing by facilitating the development, refinement, analysis, and synthesis of robust, reliable, and effective robot programs; (3) optimizing deployment by enabling the adaptation of existing robot programs into new environments, scenarios of use, and social contexts. The outcomes of these research thrusts will be integrated into a suite of robot programming tools within the ROS framework and deployed in real-world robot programming tasks in collaboration with industrial partners.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
期刊论文(13)
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科研奖励(0)
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DOI:
10.1109/lra.2022.3178804
发表时间:
2022-07
期刊:
IEEE Robotics and Automation Letters
影响因子:
5.2
作者:
[Michael Murray;M. Cakmak]
通讯作者:
Michael Murray;M. Cakmak
Interaction Templates: A Data-Driven Approach for Authoring Robot Programs
交互模板:用于编写机器人程序的数据驱动方法
DOI:
10.1184/r1/20031965.v1
发表时间:
2022
期刊:
PLATEAU: 12th Annual Workshop at theIntersection of PL and HCI
影响因子:
--
作者:
[Porfirio David, Cakmak, Maya, Sauppé, Allison, Albarghouthi, Aws, Mutlu, Bilge]
通讯作者:
Mutlu, Bilge
DOI:
10.1109/ro-man50785.2021.9515511
发表时间:
2021-08
期刊:
2021 30th IEEE International Conference on Robot & Human Interactive Communication (RO-MAN)
影响因子:
--
作者:
[M. E. Cabrera;T. Bhattacharjee;Kavi Dey;M. Cakmak]
通讯作者:
M. E. Cabrera;T. Bhattacharjee;Kavi Dey;M. Cakmak
Mimic: In-Situ Recording and Re-Use of Demonstrations to Support Robot Teleoperation
模仿:现场记录和重复使用演示以支持机器人远程操作
DOI:
10.1145/3526113.3545639
发表时间:
2022
期刊:
ACM Symposium on User Interface Software and Technology (UIST
影响因子:
--
作者:
[Mahadevan, Karthik, Chen, Yan, Cakmak, Maya, Tang, Anthony, Grossman, Tovi]
通讯作者:
Grossman, Tovi
Influencing Behavioral Attributions to Robot Motion During Task Execution
在任务执行过程中影响机器人运动的行为归因
DOI:
--
发表时间:
2021
期刊:
Conference on Robot Learning (CoRL
影响因子:
--
作者:
[Nick Walker, Christoforos Mavrogiannis]
通讯作者:
Nick Walker, Christoforos Mavrogiannis
共 12 条
BPC-AE: AccessComputing Fourth Extension
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批准号:2137312
-
项目类别:Continuing Grant
-
资助金额:$315.49万
-
财政年份:2021
-
负责人:Maya Cakmak
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依托单位:
RSS Women in Robotics Workshop
-
批准号:1745136
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项目类别:Standard Grant
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资助金额:$2.53万
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财政年份:2017
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负责人:Maya Cakmak
-
依托单位:
CAREER: End-User Programming of General-Purpose Robots
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批准号:1552427
-
项目类别:Continuing Grant
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资助金额:$50.4万
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财政年份:2016
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负责人:Maya Cakmak
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依托单位:
NRI: Robotic Tool-Use for Cleaning
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批准号:1524544
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项目类别:Standard Grant
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资助金额:$40.01万
-
财政年份:2015
-
负责人:Maya Cakmak
-
依托单位:
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