Progress of AI in Abstract Reasoning and Ideas: A Growing List
date
Mar 1, 2023
slug
abstract-reasoning
author
status
Public
tags
Theory
summary
type
Post
thumbnail
updatedAt
Mar 1, 2023 05:04 PM
This is a continuously-expanding list of topics related to how AI performs in abstract reasoning tasks. I’m interested in: how does the progression of AI compare to how humans learn? How does AI perform in reasoning tasks right now, and where might it develop in the near/far future? What is the history of breakthroughs in AI reasoning? How were those developments made?
- Abstraction and Analogy-Making in Artificial Intelligence by Melanie Mitchell: a survey of the current state of abstraction and analogy-making in AI
- Index of Bongard Problems by Harry Foundalis
- Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices by Małkiński and Mańdziuk