The New AI: General & Sound & Relevant for Physics

02/10/2003
by   Juergen Schmidhuber, et al.
0

Most traditional artificial intelligence (AI) systems of the past 50 years are either very limited, or based on heuristics, or both. The new millennium, however, has brought substantial progress in the field of theoretically optimal and practically feasible algorithms for prediction, search, inductive inference based on Occam's razor, problem solving, decision making, and reinforcement learning in environments of a very general type. Since inductive inference is at the heart of all inductive sciences, some of the results are relevant not only for AI and computer science but also for physics, provoking nontraditional predictions based on Zuse's thesis of the computer-generated universe.

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
08/31/2007

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

When Kurt Goedel layed the foundations of theoretical computer science i...
research
03/29/2018

How an Electrical Engineer Became an Artificial Intelligence Researcher, a Multiphase Active Contours Analysis

This essay examines how what is considered to be artificial intelligence...
research
03/31/2021

Why is AI hard and Physics simple?

We discuss why AI is hard and why physics is simple. We discuss how phys...
research
01/17/2022

Towards deep observation: A systematic survey on artificial intelligence techniques to monitor fetus via Ultrasound Images

Developing innovative informatics approaches aimed to enhance fetal moni...
research
07/18/2023

The Language Labyrinth: Constructive Critique on the Terminology Used in the AI Discourse

In the interdisciplinary field of artificial intelligence (AI) the probl...
research
09/09/2020

A Methodological Approach to Model CBR-based Systems

Artificial intelligence (AI) has been used in various areas to support s...

Please sign up or login with your details

Forgot password? Click here to reset