Search Results

Semantics of Belief Change Operators for Intelligent Agents: Iteration, Postulates, and Realizability

Download or Read eBook Semantics of Belief Change Operators for Intelligent Agents: Iteration, Postulates, and Realizability PDF written by K. Sauerwald and published by IOS Press. This book was released on 2022-11-03 with total page 368 pages. Available in PDF, EPUB and Kindle.
Semantics of Belief Change Operators for Intelligent Agents: Iteration, Postulates, and Realizability
Author :
Publisher : IOS Press
Total Pages : 368
Release :
ISBN-10 : 9781643683256
ISBN-13 : 164368325X
Rating : 4/5 (56 Downloads)

Book Synopsis Semantics of Belief Change Operators for Intelligent Agents: Iteration, Postulates, and Realizability by : K. Sauerwald

Book excerpt: One of the core problems in artificial intelligence is the modelling of human reasoning and intelligent behaviour. The representation of knowledge, and reasoning about it, are of crucial importance in achieving this. This book, Semantics of Belief Change Operators for Intelligent Agents: Iteration, Postulates, and Realizability, addresses a number of significant research questions in belief change theory from a semantic point of view; in particular, the connection between different types of belief changes and plausibility relations over possible worlds is investigated. This connection is characterized for revision over general classical logics, showing which relations are capturing AGM revision. In addition, those classical logics for which the correspondence between AGM revision and total preorders holds are precisely characterized. AGM revision in the Darwiche-Pearl framework for belief change over arbitrary sets of epistemic states is considered, demonstrating, especially, that for some sets of epistemic states, no AGM revision operator exists. A characterization of those sets of epistemic states for which AGM revision operators exist is presented. The expressive class of dynamic limited revision operators is introduced to provide revision operators for more sets of epistemic states. Specifications for the acceptance behaviour of various belief-change operators are examined, and those realizable by dynamic-limited revision operators are described. The iteration of AGM contraction in the Darwiche-Pearl framework is explored in detail, several known and novel iteration postulates for contraction are identified, and the relationships among these various postulates are determined. With a convincing presentation of ideas, the book refines and advances existing proposals of belief change, develops novel concepts and approaches, rigorously defines the concepts introduced, and formally proves all technical claims, propositions and theorems, significantly advancing the state-of-the-art in this field.


Semantics of Belief Change Operators for Intelligent Agents: Iteration, Postulates, and Realizability Related Books

Semantics of Belief Change Operators for Intelligent Agents: Iteration, Postulates, and Realizability
Language: en
Pages: 368
Authors: K. Sauerwald
Categories: Computers
Type: BOOK - Published: 2022-11-03 - Publisher: IOS Press

DOWNLOAD EBOOK

One of the core problems in artificial intelligence is the modelling of human reasoning and intelligent behaviour. The representation of knowledge, and reasonin
Semantics of Belief Change Operators for Intelligent Agents
Language: en
Pages: 0
Authors: Kai Sauerwald
Categories: Artificial intelligence
Type: BOOK - Published: 2022 - Publisher:

DOWNLOAD EBOOK

Belief Change in Reasoning Agents
Language: en
Pages:
Authors:
Categories:
Type: BOOK - Published: 2001 - Publisher:

DOWNLOAD EBOOK

The capability of changing beliefs upon new information in a rational and efficient way is crucial for an intelligent agent. Belief change therefore is one of t
Flexible Workflows
Language: en
Pages: 340
Authors: L. Grumbach
Categories: Computers
Type: BOOK - Published: 2023-07-07 - Publisher: IOS Press

DOWNLOAD EBOOK

Traditional workflow management systems support the fulfillment of business tasks by providing guidance along a predefined workflow model. Due to the shift from
From Narratology to Computational Story Composition and Back
Language: en
Pages: 362
Authors: L. Berov
Categories: Computers
Type: BOOK - Published: 2023-03-10 - Publisher: IOS Press

DOWNLOAD EBOOK

Although both deal with narratives, the two disciplines of Narrative Theory (NT) and Computational Story Composition (CSC) rarely exchange insights and ideas or
Scroll to top