Cultural advice

The Australian National University acknowledges, celebrates and pays our respects to the Ngunnawal and Ngambri people of the Canberra region and to all First Nations Australians on whose traditional lands we meet and work, and whose cultures are among the oldest continuing cultures in human history.

Aboriginal and Torres Strait Islander peoples are advised that ANU Library collections may include images, names, voices, and other representations of deceased persons.

Material in the collection may contain terms, language or views that reflect the period in which the item was created and may be considered inappropriate today.

One decade of universal artificial intelligence

Thumbnail Image

Date

2012

Authors

Hutter, Marcus

Journal Title

Journal ISSN

Volume Title

Publisher

Springer Verlag

Abstract

The first decade of this century has seen the nascency of the first mathematical theory of general artificial intelligence. This theory of Universal Artificial Intelligence (UAI) has made significant contributions to many theoretical, philosophical, and practical AI questions. In a series of papers culminating in book an exciting sound and complete mathematical model for a super intelligent agent (AIXI) has been developed and rigorously analyzed.

Description

Keywords

artificial intelligence, reinforcement learning, algorithmic information theory, sequential decision theory, universal induction, rational agents, foundations

Citation

URI

http://hdl.handle.net/1885/14730

Collections

ANU Research Publications

Source

Type

Conference paper

Book Title

Theoretical foundations of artificial general intelligence

Entity type

Access Statement

License Rights

DOI

10.2991/978-94-91216-62-6_5

Restricted until

DSpace software copyright © 2002-2026 LYRASIS