The Resource AI 2003: Advances in Artificial Intelligence : 16th Australian Conference on AI, Perth, Australia, December 3-5, 2003. Proceedings, edited by Tamás (Tom) Domonkos Gedeon, Lance Chun Che Fung, (electronic resource)

AI 2003: Advances in Artificial Intelligence : 16th Australian Conference on AI, Perth, Australia, December 3-5, 2003. Proceedings, edited by Tamás (Tom) Domonkos Gedeon, Lance Chun Che Fung, (electronic resource)

Label
AI 2003: Advances in Artificial Intelligence : 16th Australian Conference on AI, Perth, Australia, December 3-5, 2003. Proceedings
Title
AI 2003: Advances in Artificial Intelligence
Title remainder
16th Australian Conference on AI, Perth, Australia, December 3-5, 2003. Proceedings
Statement of responsibility
edited by Tamás (Tom) Domonkos Gedeon, Lance Chun Che Fung
Creator
Contributor
Editor
Editor
Subject
Language
  • eng
  • eng
Summary
Consider the problem of a robot (algorithm, learning mechanism) moving along the real line attempting to locate a particular point ? . To assist the me- anism, we assume that it can communicate with an Environment (“Oracle”) which guides it with information regarding the direction in which it should go. If the Environment is deterministic the problem is the “Deterministic Point - cation Problem” which has been studied rather thoroughly [1]. In its pioneering version [1] the problem was presented in the setting that the Environment could charge the robot a cost which was proportional to the distance it was from the point sought for. The question of having multiple communicating robots locate a point on the line has also been studied [1, 2]. In the stochastic version of this problem, we consider the scenario when the learning mechanism attempts to locate a point in an interval with stochastic (i. e. , possibly erroneous) instead of deterministic responses from the environment. Thus when it should really be moving to the “right” it may be advised to move to the “left” and vice versa. Apart from the problem being of importance in its own right, the stoch- tic pointlocationproblemalsohas potentialapplications insolvingoptimization problems. Inmanyoptimizationsolutions–forexampleinimageprocessing,p- tern recognition and neural computing [5, 9, 11, 12, 14, 16, 19], the algorithm worksits wayfromits currentsolutionto the optimalsolutionbasedoninfor- tion that it currentlyhas. A crucialquestionis oneof determining the parameter whichtheoptimizationalgorithmshoulduse
Member of
Dewey number
006.3
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsedt
  • H9zFjHox-yA
  • eTycUXZjl8g
Image bit depth
0
Language note
English
LC call number
Q334-342
Literary form
non fiction
http://bibfra.me/vocab/lite/meetingDate
2003
http://bibfra.me/vocab/lite/meetingName
Australian Conference on AI
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • Gedeon, Tamás (Tom) Domonkos.
  • Fung, Lance Chun Che.
Series statement
Lecture Notes in Artificial Intelligence
Series volume
2903
http://library.link/vocab/subjectName
  • Artificial intelligence
  • Computer science
  • Database management
  • Information storage and retrieva
  • Artificial Intelligence
  • Computation by Abstract Devices
  • Mathematical Logic and Formal Languages
  • Database Management
  • Information Storage and Retrieval
  • Information Systems Applications (incl. Internet)
Label
AI 2003: Advances in Artificial Intelligence : 16th Australian Conference on AI, Perth, Australia, December 3-5, 2003. Proceedings, edited by Tamás (Tom) Domonkos Gedeon, Lance Chun Che Fung, (electronic resource)
Instantiates
Publication
Note
Bibliographic Level Mode of Issuance: Monograph
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Keynote Papers -- Ontology -- Problem Solving -- Knowledge Discovery and Data Mining I -- Knowledge Discovery and Data Milling II -- Expert Systems -- Neural Networks Applications -- Belief Revisioii and Theorem Proving -- Reasoning and Logic -- Machine Learning I -- AI Applications -- Neural Networks -- Intelligent Agents -- Computer Vision -- AI & Medical Applications -- Machine Learning II -- Machilie Learning and Language -- Artificial Intelligence I -- AI \& Business -- Soft Computing -- Language Understanding -- Theory -- Artificial Intelligence II
Dimensions
unknown
Extent
1 online resource (XXXII, 1078 p.)
File format
multiple file formats
Form of item
online
Isbn
9781280306570
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/b94701
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)1000000000212274
  • (DE-He213)978-3-540-24581-0
  • (SSID)ssj0000100563
  • (PQKBManifestationID)11124499
  • (PQKBTitleCode)TC0000100563
  • (PQKBWorkID)10036876
  • (PQKB)10935451
  • (MiAaPQ)EBC3088928
  • (EXLCZ)991000000000212274
Label
AI 2003: Advances in Artificial Intelligence : 16th Australian Conference on AI, Perth, Australia, December 3-5, 2003. Proceedings, edited by Tamás (Tom) Domonkos Gedeon, Lance Chun Che Fung, (electronic resource)
Publication
Note
Bibliographic Level Mode of Issuance: Monograph
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Keynote Papers -- Ontology -- Problem Solving -- Knowledge Discovery and Data Mining I -- Knowledge Discovery and Data Milling II -- Expert Systems -- Neural Networks Applications -- Belief Revisioii and Theorem Proving -- Reasoning and Logic -- Machine Learning I -- AI Applications -- Neural Networks -- Intelligent Agents -- Computer Vision -- AI & Medical Applications -- Machine Learning II -- Machilie Learning and Language -- Artificial Intelligence I -- AI \& Business -- Soft Computing -- Language Understanding -- Theory -- Artificial Intelligence II
Dimensions
unknown
Extent
1 online resource (XXXII, 1078 p.)
File format
multiple file formats
Form of item
online
Isbn
9781280306570
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/b94701
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)1000000000212274
  • (DE-He213)978-3-540-24581-0
  • (SSID)ssj0000100563
  • (PQKBManifestationID)11124499
  • (PQKBTitleCode)TC0000100563
  • (PQKBWorkID)10036876
  • (PQKB)10935451
  • (MiAaPQ)EBC3088928
  • (EXLCZ)991000000000212274

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