Leveraging AI ’ s readth in CS 1 Zachary Dodds

نویسندگان

  • Zachary Dodds
  • Harvey Mudd
چکیده

Artificial Intelligence offers a compelling backdrop for student assignments and projects even very early in the computer science curriculum. We have leveraged so-called high-level AI, in the form of reasoning about language and game-playing to motivate students in CS 1. More recently we have added activities that might be described as “lower-level” AI: robotics programming via both simulated and real platforms and audio processing and classification. This work presents both student and faculty responses to this experiment and concludes that, with appropriate scaffolding, topics from AI’s full breadth succeed equally as hooks into early CS.

برای دانلود رایگان 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

Envisioning the Roomba as AI Resource: A Classroom and Laboratory Evaluation

This paper investigates the suitability of iRobot’s Roomba as a low-cost robotic platform for use in AI research and education. Examining the sensing and actuation capabilities of the vacuum base led us to develop sensor and actuation models more accurate than those provided by the raw API. We validate these models with implementations of Monte Carlo Localization and FastSLAM, algorithms that s...

متن کامل

Leveraging Laptops: Resources for Low-Cost Low-Level AI

The ubiquity and capability of off-the-shelf laptop computers offer AI educators remarkable opportunities to reach broadly across the subfields of AI. By leveraging student laptops, instructors can make so-called low-level subfields of artificial intelligence – for example, computer vision and robotics -almost as accessible as investigations into higher-level topics that might rely less on sens...

متن کامل

Report on the AAAI 2010 Robot Exhibition

at AAAI, cochaired by Monica D. Anderson and Andrea L. Thomaz. The program has a long tradition of demonstrating innovative research at the intersection of robotics and artificial intelligence. In both the workshop and exhibition portions of the event, we strive to have the robotics program be a venue that pushes the science of embodied AI forward. Over the past few years, a central point of th...

متن کامل

Roomba and Mac OS X: Cross-platform Vision and Robotics for AI

This paper investigates the suitability of iRobot’s Roomba as a low-cost robotic platform for use in both research and education. We present sensor and actuation models and implement algorithms that demonstrate the Roomba’s viability. While the platform has both benefits and drawbacks relative to similarly-priced alternatives, we conclude that the Roomba will interest many educators, especially...

متن کامل

Can Quadrotors Succeed as an Educational Platform?

The flexibility and controllability of quadrotor helicopters have made them a recent focus of interest among robotics and AI research groups. At the same time, their popularity has led to a wide range of commercially available platforms, some at prices accessible for undergraduate educational use. This project evaluates the ARDrone quadrotor helicopter as a basis for use in undergraduate classe...

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

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2008