Neural Algorithmic Reasoners are Implicit Planners

Neural Algorithmic Reasoners are Implicit Planners

11 October 2021

Petar Velivcković

Ognjen Milinković

Pierre-Luc Bacon

Jian Tang

Papers citing "Neural Algorithmic Reasoners are Implicit Planners"

19 / 19 papers shown

Title
Open-Book Neural Algorithmic Reasoning Hefei Li Chao Peng Chenyang Xu Zhengfeng Yang LRM 47 0 0 03 Jan 2025
Are Large-Language Models Graph Algorithmic Reasoners? Alexander K. Taylor Anthony Cuturrufo Vishal Yathish Mingyu Derek Ma Wei Wang LRM 46 0 0 29 Oct 2024
NAR-*ICP: Neural Execution of Classical ICP-based Pointcloud Registration Algorithms Efimia Panagiotaki D. Martini Lars Kunze Petar Veličković 3DPC 23 0 0 14 Oct 2024
PUZZLES: A Benchmark for Neural Algorithmic Reasoning Benjamin Estermann Luca A. Lanzendörfer Yannick Niedermayr Roger Wattenhofer 47 2 0 29 Jun 2024
Transformers meet Neural Algorithmic Reasoners Wilfried Bounsi Borja Ibarz Andrew Dudzik Jessica B. Hamrick Larisa Markeeva Alex Vitvitskyi Razvan Pascanu Petar Veličković NAI AI4CE LRM 33 5 0 13 Jun 2024
Graph Reinforcement Learning for Combinatorial Optimization: A Survey and Unifying Perspective Victor-Alexandru Darvariu Stephen Hailes Mirco Musolesi AI4CE 50 6 0 09 Apr 2024
On the Markov Property of Neural Algorithmic Reasoning: Analyses and Methods Montgomery Bohde Meng Liu Alexandra Saxton Shuiwang Ji OOD 32 8 0 07 Mar 2024
Neural Algorithmic Reasoning for Combinatorial Optimisation Dobrik Georgiev Danilo Numeroso D. Bacciu Pietro Lio' NAI 27 13 0 18 May 2023
Neural Algorithmic Reasoning with Causal Regularisation Beatrice Bevilacqua Kyriacos Nikiforou Borja Ibarz Ioana Bica Michela Paganini Charles Blundell Jovana Mitrović Petar Velivcković OOD CML NAI 31 26 0 20 Feb 2023
Dual Algorithmic Reasoning Danilo Numeroso D. Bacciu Petar Velickovic 27 18 0 09 Feb 2023
Continuous Neural Algorithmic Planners Yu He Petar Velivcković Pietro Lio' Andreea Deac 21 5 0 29 Nov 2022
Scaling up and Stabilizing Differentiable Planning with Implicit Differentiation Linfeng Zhao Huazhe Xu Lawson L. S. Wong 29 6 0 24 Oct 2022
A Generalist Neural Algorithmic Learner Borja Ibarz Vitaly Kurin George Papamakarios Kyriacos Nikiforou Mehdi Abbana Bennani ... Andreea Deac Beatrice Bevilacqua Yaroslav Ganin Charles Blundell Petar Velivcković OOD 24 53 0 22 Sep 2022
Neural Set Function Extensions: Learning with Discrete Functions in High Dimensions Nikolaos Karalias Joshua Robinson Andreas Loukas Stefanie Jegelka 33 8 0 08 Aug 2022
Integrating Symmetry into Differentiable Planning with Steerable Convolutions Linfeng Zhao Xu Zhu Lingzhi Kong Robin G. Walters Lawson L. S. Wong 20 7 0 08 Jun 2022
The CLRS Algorithmic Reasoning Benchmark Petar Velivcković Adria Puigdomenech Badia David Budden Razvan Pascanu Andrea Banino Mikhail Dashevskiy R. Hadsell Charles Blundell 159 87 0 31 May 2022
Graph Neural Networks are Dynamic Programmers Andrew Dudzik Petar Velickovic 26 62 0 29 Mar 2022
Reasoning-Modulated Representations Petar Velivcković Matko Bovsnjak Thomas Kipf Alexander Lerchner R. Hadsell Razvan Pascanu Charles Blundell OCL OOD SSL 13 15 0 19 Jul 2021
Combinatorial optimization and reasoning with graph neural networks Quentin Cappart Didier Chételat Elias Boutros Khalil Andrea Lodi Christopher Morris Petar Velickovic AI4CE 32 346 0 18 Feb 2021