188 citations · 332 across the 6 of their papers we have counts for
6 papers
Reinforcement Learning Tutor Better Supported Lower Performers in a Math Task
Sherry Ruan, Allen Nie, William Steenbergen +9
Resource limitations make it hard to provide all students with one of the most effective educational interventions: personalized instruction. Reinforcement learning could be a key…
Model Sketching: Centering Concepts in Early-Stage Machine Learning Model Design
Michelle S. Lam, Zixian Ma, Anne Li +4
Machine learning practitioners often end up tunneling on low-level technical details like model architectures and performance metrics. Could early model development instead focus o…
Beyond Being Real: A Sensorimotor Control Perspective on Interactions in Virtual Reality
Parastoo Abtahi, Sidney Q. Hough, James A. Landay +1
We can create Virtual Reality (VR) interactions that have no equivalent in the real world by remapping spacetime or altering users' body representation, such as stretching the user…
Grounding Open-Domain Instructions to Automate Web Support Tasks
Nancy Xu, Sam Masling, Michael Du +4
Grounding natural language instructions on the web to perform previously unseen tasks enables accessibility and automation. We introduce a task and dataset to train AI agents from…
Towards a Drone Cinematographer: Guiding Quadrotor Cameras using Visual Composition Principles
Niels Joubert, Jane L. E, Dan B Goldman +4
We present a system to capture video footage of human subjects in the real world. Our system leverages a quadrotor camera to automatically capture well-composed video of two subjec…
Comparing Speech and Keyboard Text Entry for Short Messages in Two Languages on Touchscreen Phones
Sherry Ruan, Jacob O. Wobbrock, Kenny Liou +2
With the ubiquity of mobile touchscreen devices like smartphones, two widely used text entry methods have emerged: small touch-based keyboards and speech recognition. Although spee…