- -

Evaluating a reinforcement learning algorithm with a general intelligence test

RiuNet: Institutional repository of the Polithecnic University of Valencia

Share/Send to

Cited by

Statistics

Evaluating a reinforcement learning algorithm with a general intelligence test

Show full item record

Insa Cabrera, J.; Dowe, DL.; Hernández Orallo, J. (2011). Evaluating a reinforcement learning algorithm with a general intelligence test. En Advances in Artificial Intelligence. Springer Verlag (Germany). 7023:1-11. doi:10.1007/978-3-642-25274-7_1

Por favor, use este identificador para citar o enlazar este ítem: http://hdl.handle.net/10251/37392

Files in this item

Item Metadata

Title: Evaluating a reinforcement learning algorithm with a general intelligence test
Author:
UPV Unit: Universitat Politècnica de València. Departamento de Sistemas Informáticos y Computación - Departament de Sistemes Informàtics i Computació
Issued date:
Abstract:
In this paper we apply the recent notion of anytime universal intelligence tests to the evaluation of a popular reinforcement learning algorithm, Q-learning. We show that a general approach to intelligence evaluation of ...[+]
Subjects: AI algorithms , General approach , General intelligence tests , Intelligence tests , Q-learning , Specific tasks , Topdown , Artificial intelligence , Reinforcement , Reinforcement learning , Learning algorithms
Copyrigths: Reserva de todos los derechos
ISBN: 978-3-642-25273-0
Source:
Advances in Artificial Intelligence. (issn: 0302-9743 )
DOI: 10.1007/978-3-642-25274-7_1
Publisher:
Springer Verlag (Germany)
Publisher version: http://link.springer.com/chapter/10.1007/978-3-642-25274-7_1
Conference name: 14th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2011
Conference place: La Laguna, Spain
Conference date: November 7-11, 2011
Series: Lecture Notes in Computer Science;7023
Type: Capítulo de libro

This item appears in the following Collection(s)

Show full item record