Learning to solve arithmetic problems with a virtual abacus

17 January 2023

Papers citing "Learning to solve arithmetic problems with a virtual abacus"

15 / 15 papers shown

Title
Transformers discover an elementary calculation system exploiting local attention and grid-like problem representation Samuel Cognolato Alberto Testolin 54 7 0 06 Jul 2022
Solving Quantitative Reasoning Problems with Language Models Aitor Lewkowycz Anders Andreassen David Dohan Ethan Dyer Henryk Michalewski ... Theo Gutman-Solo Yuhuai Wu Behnam Neyshabur Guy Gur-Ari Vedant Misra ReLM ELM LRM 117 793 0 29 Jun 2022
Can You Learn an Algorithm? Generalizing from Easy to Hard Problems with Recurrent Networks Avi Schwarzschild Eitan Borgnia Arjun Gupta Furong Huang U. Vishkin Micah Goldblum Tom Goldstein 34 74 0 08 Jun 2021
A Closer Look at Invalid Action Masking in Policy Gradient Algorithms Shengyi Huang Santiago Ontañón 53 315 0 25 Jun 2020
Neural Arithmetic Units Andreas Madsen alexander rosenberg johansen 18 44 0 14 Jan 2020
Neural Execution of Graph Algorithms Petar Velickovic Rex Ying Matilde Padovano R. Hadsell Charles Blundell GNN 66 166 0 23 Oct 2019
Emergent Tool Use From Multi-Agent Autocurricula Bowen Baker I. Kanitscheider Todor Markov Yi Wu Glenn Powell Bob McGrew Igor Mordatch LRM 62 649 0 17 Sep 2019
Analysing Mathematical Reasoning Abilities of Neural Models D. Saxton Edward Grefenstette Felix Hill Pushmeet Kohli LRM 123 420 0 02 Apr 2019
Neural Arithmetic Logic Units Andrew Trask Felix Hill Scott E. Reed Jack W. Rae Chris Dyer Phil Blunsom NAI 59 205 0 01 Aug 2018
Reinforcement Learning of Theorem Proving C. Kaliszyk Josef Urban Henryk Michalewski Miroslav Olsák 30 147 0 19 May 2018
Building machines that adapt and compute like brains Brenden M. Lake J. Tenenbaum AI4CE FedML NAI AILaw 315 887 0 11 Nov 2017
StarCraft II: A New Challenge for Reinforcement Learning Oriol Vinyals T. Ewalds Sergey Bartunov Petko Georgiev A. Vezhnevets ... Anthony Brunasso David Lawrence Anders Ekermo J. Repp Rodney Tsing 51 868 0 16 Aug 2017
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 234 18,685 0 20 Jul 2017
Neural GPUs Learn Algorithms Lukasz Kaiser Ilya Sutskever 66 369 0 25 Nov 2015
Playing Atari with Deep Reinforcement Learning Volodymyr Mnih Koray Kavukcuoglu David Silver Alex Graves Ioannis Antonoglou Daan Wierstra Martin Riedmiller 103 12,163 0 19 Dec 2013