Robotics competitions as benchmarks for AI research

نویسندگان

  • John Anderson
  • Jacky Baltes
  • Chi Tai Cheng
چکیده

In the last two decades various intelligent robotics competitions have become very popular. Arguably the most well-known of these are the robotic soccer competitions. In addition to their value in attracting media and capturing the minds of the general public, these competitions also provide benchmark problems for various robotics and artificial intelligence (AI) technologies. As with any benchmark, care must be taken that the benchmark does not introduce unwarranted biases. This paper critically evaluates the AI contributions made by various robotic competitions on AI research.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Robot Competitions Ideal Benchmarks for Robotics Research

In this paper, I argue for the use of robotic competitions as benchmarks for robotics research. By providing a common task to be solved at a specific place and a specific time, competitions avoid some of the difficulties arising when evaluating robotics research in the own lab. Competitions also bring together multiple research groups working on the same problem. This fosters the exchange of id...

متن کامل

Using Robot Competitions to Promote Intellectual Development

three international mobile robot competitions as the foundation for educational projects in undergraduate and graduate computer science courses. The three competitions—(1) AAAI Mobile Robot, (2) AUVS Unmanned Ground Robotics, and (3) IJCAI RoboCup—were used in different years for an introductory undergraduate robotics course, an advanced graduate robotics course, and an undergraduate practicum ...

متن کامل

Ten Years of the AAAI Mobile Robot Competition and Exhibition

Robot Competition and Exhibition. A decade of contests and exhibitions have inspired innovation and research in AI robotics. Here we look back at the origins of the contest and how it evolved. We also reflect on how the contest has served as an arena for important debates in the AI and robotics communities. The article closes with a speculative look forward to the next decade of AAAI robot comp...

متن کامل

Finding the "Right" Robot Competition: Targeting Non-Engineering Undergraduates

Robot competitions run the gamut from research-oriented challenges to K-12 contest aimed at basic problem-solving. For students and faculty at small liberal-arts colleges with limited resources, finding the right level of competition can be a difficult proposition. At Macalester College we have hosted a series of robot competitions, inviting nearby liberal-arts colleges to participate. Our goal...

متن کامل

Designing Robot Competitions that Promote AI Solutions: Lessons Learned Competing and Designing

Robotics competitions are an educational tool at the middle school, high school, and university levels. The layout, rules, and reward systems of these competitions galvanize students to a specific solution space. From our experiences competing-in and designing such competitions, open-loop, low feedback strategies tend to dominate the winner's circle. If we want competitions to emphasize solutio...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:
  • Knowledge Eng. Review

دوره 26  شماره 

صفحات  -

تاریخ انتشار 2011