2006: Celebrating 75 years of AI - History and Outlook: the Next 25 Years

08/31/2007
by   Juergen Schmidhuber, et al.
0

When Kurt Goedel layed the foundations of theoretical computer science in 1931, he also introduced essential concepts of the theory of Artificial Intelligence (AI). Although much of subsequent AI research has focused on heuristics, which still play a major role in many practical AI applications, in the new millennium AI theory has finally become a full-fledged formal science, with important optimality results for embodied agents living in unknown environments, obtained through a combination of theory a la Goedel and probability theory. Here we look back at important milestones of AI history, mention essential recent results, and speculate about what we may expect from the next 25 years, emphasizing the significance of the ongoing dramatic hardware speedups, and discussing Goedel-inspired, self-referential, self-improving universal problem solvers.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
06/19/2006

New Millennium AI and the Convergence of History

Artificial Intelligence (AI) has recently become a real formal science: ...
research
02/10/2003

The New AI: General & Sound & Relevant for Physics

Most traditional artificial intelligence (AI) systems of the past 50 yea...
research
03/21/2023

Roots and Requirements for Collaborative AI

The vision of AI collaborators has long been a staple of science fiction...
research
12/21/2022

Annotated History of Modern AI and Deep Learning

Machine learning is the science of credit assignment: finding patterns i...
research
12/13/2019

Does AlphaGo actually play Go? Concerning the State Space of Artificial Intelligence

The overarching goal of this paper is to develop a general model of the ...
research
08/22/2018

The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers

Automatically solving mathematical word problems (MWPs) is challenging, ...
research
02/25/2014

The Anatomy of a Modular System for Media Content Analysis

Intelligent systems for the annotation of media content are increasingly...

Please sign up or login with your details

Forgot password? Click here to reset