Department of Robotics, University of Maryland, College Park, MD, USA; Department of Electrical and Computer Engineering, University of Maryland, College Park, MD, USA; Department of Computer Science, University of Maryland, College Park, MD, USA; Department of Mathematics, University of Maryland, College Park, MD, USA
Avi Schwarzschild, Eitan Borgnia, Arjun Gupta, Furong Huang, Uzi Vishkin, Micah Goldblum, Tom Goldstein
Deep learning;algorithms;generalization;recurrent networks;prefix sums;mazes;chess
Can You Learn an Algorithm? Generalizing from Easy to Hard Problems with Recurrent Networks