DROPS

Document

An Architecture for Rational Agents

Authors: John W. Lloyd and Tim D. Sears

Published in: Dagstuhl Seminar Proceedings, Volume 5051, Probabilistic, Logical and Relational Learning - Towards a Synthesis (2006)

Abstract

This paper is concerned with designing architectures for rational agents. In the proposed architecture, agents have belief bases that are theories in a multi-modal, higher-order logic. Belief bases can be modified by a belief acquisition algorithm that includes both symbolic, on-line learning and conventional knowledge base update as special cases. A method of partitioning the state space of the agent in two different ways leads to a Bayesian network and associated influence diagram for selecting actions. The resulting agent architecture exhibits a tight integration between logic, probability, and learning. This approach to agent architecture is illustrated by a user agent that is able to personalise its behaviour according to the user's interests and preferences.

Cite as

John W. Lloyd and Tim D. Sears. An Architecture for Rational Agents. In Probabilistic, Logical and Relational Learning - Towards a Synthesis. Dagstuhl Seminar Proceedings, Volume 5051, pp. 1-16, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2006)

Copy BibTex To Clipboard

@InProceedings{lloyd_et_al:DagSemProc.05051.3,
  author =	{Lloyd, John W. and Sears, Tim D.},
  title =	{{An Architecture for Rational Agents}},
  booktitle =	{Probabilistic, Logical and Relational Learning - Towards a Synthesis},
  pages =	{1--16},
  series =	{Dagstuhl Seminar Proceedings (DagSemProc)},
  ISSN =	{1862-4405},
  year =	{2006},
  volume =	{5051},
  editor =	{Luc De Raedt and Thomas Dietterich and Lise Getoor and Stephen H. Muggleton},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagSemProc.05051.3},
  URN =		{urn:nbn:de:0030-drops-4192},
  doi =		{10.4230/DagSemProc.05051.3},
  annote =	{Keywords: Rational agent, agent architecture, belief base, Bayesian networks}
}

Document

DOI: 10.4230/DagSemRep.146

Integration of Functional and Logic Languages (Dagstuhl Seminar 9621)

Authors: Michael Hanus, John W. Lloyd, and Juan José Moreno Navarro

Published in: Dagstuhl Seminar Reports. Dagstuhl Seminar Reports, Volume 1 (2021)

Abstract

Cite as

Michael Hanus, John W. Lloyd, and Juan José Moreno Navarro. Integration of Functional and Logic Languages (Dagstuhl Seminar 9621). Dagstuhl Seminar Report 146, pp. 1-2, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (1996)

Copy BibTex To Clipboard

@TechReport{hanus_et_al:DagSemRep.146,
  author =	{Hanus, Michael and Lloyd, John W. and Moreno Navarro, Juan Jos\'{e}},
  title =	{{Integration of Functional and Logic Languages (Dagstuhl Seminar 9621)}},
  pages =	{1--2},
  ISSN =	{1619-0203},
  year =	{1996},
  type = 	{Dagstuhl Seminar Report},
  number =	{146},
  institution =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagSemRep.146},
  URN =		{urn:nbn:de:0030-drops-150337},
  doi =		{10.4230/DagSemRep.146},
}

Search Results

Documents authored by Lloyd, John W.

An Architecture for Rational Agents

Abstract

Cite as

Integration of Functional and Logic Languages (Dagstuhl Seminar 9621)

Abstract

Cite as

Thanks for your feedback!

Could not send message