One decade of universal artificial intelligence
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
Collections
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