A Fast and Accurate Machine Learning Autograder for the Breakout Assignment

Author:

Liu Evan Zheran1ORCID,Yuan David2ORCID,Ahmed Ahmed2ORCID,Cornwall Elyse2ORCID,Woodrow Juliette2ORCID,Burns Kaylee2ORCID,Nie Allen2ORCID,Brunskill Emma2ORCID,Piech Chris2ORCID,Finn Chelsea2ORCID

Affiliation:

1. Stanford University & Imbue, Stanford, CA, USA

2. Stanford University, Stanford, CA, USA

Funder

National Science Foundation

Stanford University

Intel Foundation

CIFAR Foundation

Publisher

ACM

Reference34 articles.

1. Games for teaching computing in higher education--a systematic review;Battistella Paulo;IEEE Technology and Engineering Education,2016

2. Sahil Bhatia and Rishabh Singh. 2016. Automated correction for syntax errors in programming assignments using recurrent neural networks. arXiv preprint arXiv:1603.06129 (2016).

3. Girls, computer science, and games

4. Code.org. 2022. Code.org. https://code.org/about.

5. Five Major Shifts in 100 Years of Engineering Education

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