On the Markov Property of Neural Algorithmic Reasoning: Analyses and Methods

7 March 2024

Papers citing "On the Markov Property of Neural Algorithmic Reasoning: Analyses and Methods"

6 / 6 papers shown

Title
Beyond Interpolation: Extrapolative Reasoning with Reinforcement Learning and Graph Neural Networks Niccolò Grillo Andrea Toccaceli Joël Mathys Benjamin Estermann Stefania Fresca Roger Wattenhofer AI4CE LRM 94 0 0 06 Feb 2025
The CLRS-Text Algorithmic Reasoning Language Benchmark Larisa Markeeva Sean McLeish Borja Ibarz Wilfried Bounsi Olga Kozlova Alex Vitvitskyi Charles Blundell Tom Goldstein Avi Schwarzschild Petar Veličković LRM 25 12 0 06 Jun 2024
Benchmarking ChatGPT on Algorithmic Reasoning Sean McLeish Avi Schwarzschild Tom Goldstein AI4MH LRM 32 4 0 04 Apr 2024
Towards Better Out-of-Distribution Generalization of Neural Algorithmic Reasoning Tasks Sadegh Mahdavi Kevin Swersky Thomas Kipf Milad Hashemi Christos Thrampoulidis Renjie Liao LRM OOD NAI 38 26 0 01 Nov 2022
The CLRS Algorithmic Reasoning Benchmark Petar Velivcković Adria Puigdomenech Badia David Budden Razvan Pascanu Andrea Banino Mikhail Dashevskiy R. Hadsell Charles Blundell 151 86 0 31 May 2022
Benchmarking Graph Neural Networks Vijay Prakash Dwivedi Chaitanya K. Joshi Anh Tuan Luu T. Laurent Yoshua Bengio Xavier Bresson 178 907 0 02 Mar 2020