Bernardo Esteves

NeuralSolver: Learning Algorithms For Consistent and Efficient Extrapolation Across General Tasks

We contribute NeuralSolver, a novel recurrent solver that can efficiently and consistently extrapolate, i.e., learn algorithms from smaller problems (in terms of observation size) and execute those algorithms in large problems. Contrary to previous recurrent solvers, NeuralSolver can be naturally ap…