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Paolo Petta
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Section for Artificial Intelligence and Decision Support (AID) of the Center for Medical Statistics, Informatics, and Intelligent Systems (CeMSIIS)
Austrian Research Institute for Artificial Intelligence (OFAI)
Last change:
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News (you may have to reload this page)
Logistics
(published/updated during the course)
Please note that many of these works are protected by copyrights and are made available for purposes related to the present course only!
The list is meant to provide a (highly incomplete) impression of the variety of topics that have been addressed in the field; it will be continuously updated, in particular also according to the content and discussions unfolding in this year's edition of the course.
(Please see Organisational matters for how to apply for access permission).
Agre P.:
Computation and Embodied Agency,
Informatica, special issue: Mind < > Computer: Were Dreyfus and Winograd right?, Gams M. et al. (eds.), 19(4):527-535:1995.
(HTML)
Agre P.:
Computational Research on Interaction and Agency,
Artifcial Intelligence 72(1-2):1-52, 1995. doi:10.1016/0004-3702(94)00054-5
(HTML)
Booch G.:
The history of software engineering.
IEEE Computing Edge, 5(9):8-13.
(PDF (689KiB), BibTeX)
Brachman R.J.:
(AA)AI - More Than The Sum of Its Parts,
AI Magazine, Fifty years of Artificial Intelligence research, 27(4):19-34, 2006.
(PDF (412 KiB))
Bradshaw J.M.:
Introduction.
in: Bradshaw J.M. (ed.): Software Agents,
AAAI Press/MIT Press, Menlo Park, CA, 3-46, 1997.
(PDF (182KB))
Braitenberg V. (1984).
Vehicles.
Cambridge MA:MIT Press, 1984.
(PDF of selected chapters (19MB))
Burr C., Cristianini N:
Can Machines Read our Minds?
Minds & Machines, 29(3):461-494, 2019. doi:10.1007/s11023-019-09497-4
(Open Access)
Eaton E., Dietterich T., Gini M.L., Grosz B.J.,
Isbell C.L., Kambhampati S., Littman M.L., Rossi F.,
Russell S.J., Stone P., Walsh T., Wooldridge M.:
Who speaks for AI?,
AI Matters, 2(2):4-14, 2015. doi:10.1145/2847557.2847559
(PDF (6MB))
Ferrucci D.A., Brown E.W., Chu-Carroll J., Fan J., Gondek D., Kalyanpur A., Lally A., Murdock J.W., Nyberg E., Prager J.M., Schlaefer N., and Welty C.A. (2010)
Building Watson: An overview of the DeepQA project.
AI Magazine, 31(3):59-79. doi:10.1609/aimag.v31i3.2303
(compressed PDF (593MiB), BibTeX)
Forbus K.:
AI and Cognitive Science: The Past and Next 30 Years,
Topics in Cognitive Science, 2(3):345-356, 2010. doi:10.1111/j.1756-8765.2010.01083.x
Gat E.:
Three-Layer Architectures.
in: Kortenkamp D., Bonasso R.P., Murphy R. (eds.):
Artificial Intelligence and Mobile Robots, pp.195-210, MIT/AAAI Press, Cambridge, MA:1998.
(PDF (Preprint, 60KiB))
Georgeff M., Pell B., Pollack M., Tambe M., Wooldridge M.J.:
The Belief-Desire-Intention Model of Agency
in: Müller J.P., Singh M.P., Rao A.S. (eds.):
Intelligent Agents V. Agent Theories, Architectures and
Languages, 5th International Workshop, ATAL'98, Paris, France, July 4-7, 1998,
Proceedings, LNAI 1555, pp.1-10, Springer-Verlag Berlin/Heidelberg, 1999.
(PDF (95KiB))
Gilbert D., Aparicio M., Atkinson B., Brady S., Ciccarino J., Grosof B., O'Connor P., Osisek D., Pritko S., Spagna R., Wilson L.:
The Role of Intelligent Agents in the Information Infrastructure
Technical Report, IBM, Research Triangle Park, NC, 1995.
(HTML als zip archive)
Hayes B.:
The manifest destiny of Artificial Intelligence,
American Scientist, 100:282-287, 2012.
(PDF (1009KiB))
Hedberg S.R.:
AAAI's National and Innovative Applications Conferences Celebrate 50 Years of AI
AI Magazine, Fifty years of Artificial Intelligence
research, 27(4):103-110, 2006.
(PDF (436 KiB))
Hogg D.W., Martin F., Resnick M.:
Braitenberg Creatures,
Epistemology and Learning Memo #13, MIT Media Laboratory, Cambridge MA USA, 2001.
(PDF (376KB))
Jennings N.R., Wooldridge M.:
Applications of Intelligent Agents
in: Jennings N.R., Wooldridge M.J. (eds.):
Agent Technology: Foundations, Applications, and Markets,
Springer-Verlag Berlin Heidelberg, 1998.
(PDF (109KiB))
Jordan M.I., Russell S.:
Computational Intelligence,
in Wilson R.A., Keil F.C. (eds.), The MIT Encyclopedia of the Cognitive Sciences,
MIT Press/Bradford Books, Cambridge/London, lxxiii-xc, 1999.
(PDF (124 KB))
Kline, Ronald R.:
Cybernetics, Automata Studies, and the Dartmouth Conference on Artificial Intelligence
IEEE Annals of the History of Computing 33(4):5-16, 2011.
(PDF (672KiB))
Laplante P.,Hoffman R.R., Klein G.:
Antipatterns in the creation of intelligent systems
IEEE Intelligent Systems 22(1):91-95, 2007.
(PDF (195KB))
Legg S., Hutter M. (2007a):
A Collection of Definitions of Intelligence.
Technical Report IDSIA-07-07, Dalle Molle Institute for
Artificial Intelligence, University of Lugano and Scuola
Universitaria Professionale della Svizzera Italiana,
Switzerland, 2007.
Published in: Frontiers in Artificial Intelligence and
Applications, 157:17-24, 2007.
(PDF (120KB))
Legg S., Hutter M. (2007b):
Tests of Machine Intelligence
in: M. Lungarella et al. (Eds.): 50 Years of AI, Festschrift,
LNAI 4850, Springer-Verlag Berlin Heidelberg, 232-242, 2007.
(PDF (332KB))
Levesque H.J., Davis E., Morgenstern L.:
The Winograd Schema Challenge.
In: Brewka G. et al. (eds.):
Principles of Knowledge RepresentaIon and Reasoning: Proceedings of the Thirteenth InternaIonal Conference, KR 2012, Rome, Italy, EU.
AAAI Press, Palo Alto CA. pp.552-561, 2012.
(PDF (328KB))
Levesque J.:
On our best behaviour.
Artificial Intelligence 212:27-35, 2014.
(PDF (200KB)
Lewis M.:
Designing for Human-Agent Interaction.
AI Magazine 19(2):67-78, 1998.
(PDF (92KB))
Liebermann H., Maulsby D.:
Instructible agents: Software that just keeps getting better
IBM Systems Journal, 35:3&4:539-556, 1996.
(PDF (gzip, 1MB))
Luger G.F.:
AI: Early History and Applications,
in: Artificial Intelligence: Structures and Strategies for Complex Problem Solving,
6th Edition, pp.3-33, Pearson/Addison-Wesley, Boston, 2009.
(PDF (154 KB))
Maes P.:
Agents that Reduce Work and Information Overload
in: Communications of the ACM, 37(7):30-40,146, 1994.
(HTML as zip archive (2.8MB),
PDF (copy of the original article, 4.3MB))
McCarthy J., Minsky M.L., Rochester N., Shannon C.E.:
A Proposal for the Dartmouth Summer Research Project on Artificial Intelligence,
AI Magazine, Fifty years of Artificial Intelligence research, 27(4):12-14, 2006.
(PDF (196 KiB))
McCulloch W.S., Pitts W.:
A Logical Calculus of the Ideas Immanent in Nervous Activity,
Bulletin of Mathematical Biophysics, 5(4):115-133, 1943.
(PDF (1MiB))
Moor J.:
The Dartmouth College Artificial Intelligence Conference: The Next
Fifty Years,
AI Magazine, Fifty years of Artificial Intelligence research,
27(4):87-91, 2006.
(PDF (460 KiB))
Nilsson N.J.:
Teleo-Reactive Programs and the Triple-Tower Architecture,
Electronic Transactions on Artificial Intelligence, Vol. 5, Section B, pp. 99-110, 2001.
https://www.ep.liu.se/ej/etai/2001/006/,
(PDF (317KB))
Nilsson N.J.:
The Physical Symbol System Hypothesis: Status and Prospects, in:
Lungarella M. et al. (eds.): 50 Years of AI, Festschrift, LNAI 4850, Springer, Berlin, Heidelberg, pp. 9-17, 2007.
(PDF (270KiB))
Nwana H., Ndumu D.T.:
An Introduction to Agent Technology
BT Technology Journal 14(4):55-67, 1996.
(PostScript (zip archive, 259KB),
PostScript (gzip, 262KB))
Nwana H., Ndumu D.T.:
A Perspective on Software Agents Research
The Knowledge Engineering Review 14(2):1-18, 1999.
(PostScript (zip archive, 344KB),
PostScript (gzip, 344KB))
Parunak H.V.D.:
"Go to the Ant": Engineering Principles from Natural Multi-Agent Systems.
Annals of Operations Research, Special Issue on Artificial Intelligence and Management Science, 75:69-101, 1997.
(PDF (159KB))
Pollack, M.E.:
The uses of plans.
Artificial Intelligence, 57(1), 43-68, 1992.
(PDF (238KiB))
Pollack, J.B.:
Mindless Intelligence,
IEEE Intelligent Systems 21(3):50-56, 2006.
(PDF (1.1 MiB))
Poole D., Mackworth A.:
Artificial Intelligence: Foundations of Computational Agents, second edition
Cambridge University Press, Cambridge / New York / Melbourne, 2017.
(Official free online HTML version of the book)
Russell S.J., Norvig P.:
Artificial Intelligence - A Modern Approach, Fourth Edition, Pearson Education Inc., Upper Saddle River, NJ, USA, 2020.
(AIMA: Web site for the text book)
Schaefer R.:
What Do We Mean When We Talk about Artificial Intelligence? (Part 1)
ACM SIGSOFT Software Engineering Notes, 44(1):7–10, 2019. doi:10.1145/3310013.3310014
(PDF (424KiB)).
Schoenick, C., Clark, P., Tafjord, O., Turney, P., Etzioni, O.:
Moving Beyond the Turing Test with the Allen AI Science Challenge.
Communications of the ACM, 60(9):60-64, 2017.
(PDF (3.4MiB))
Sowa J.F.:
Fads and fallacies about logic
IEEE Intelligent Systems 22(2):84-87, 2007.
(PDF (442KB))
Steels L.:
Semiotic Dynamics for Embodied Agents
IEEE Intelligent Systems 21(3):32-38, 2006.
(PDF (540KB))
Turing A.M.:
Computing Machinery and Intelligence
Mind, New Series, Oxford University Press, London/Oxford/New York, 59(236):433-460, 1950.
(PDF (712KiB), see also Turing 2008)
Turing A.M.:
Computing Machinery and Intelligence (with comments by Kenneth Ford, Clark Glymour, Pat Hayes, Stevan Harnad, Ayse Pinar Sygin).
in: Epstein R., Roberts G., Beber G. (eds.): Parsing the Turing Test: Philosophical and
Methodological Issues in the Quest for the Thinking
Computer,
Springer Science+Business Media B.V., Dordrecht, The Netherlands,
Chapter 3, 23-66, 2008.
(PDF of the chapter (852KiB),
front matter of the book (includes foreword by Daniel Dennett, PDF (156KiB)),
see also: Turing 1950)
Vernon D., Metta G., Sandini G. (2007)
A Survey of Artificial Cognitive Systems - Implications For The Autonomous Development of Mental Capabilities in Computational Agents,
IEEE Transactions on Evolutionary Computation, 11(2):151-180.
(PDF (1.6 MiB))
Wang, P.,
What Do You Mean by "AI"?,
in: Wang, P., Goertzel, B., Franklin S. (eds.): Artificial General Intelligence 2008,
Proceedings of the First AGI Conference, AGI 2008, March
1-3, 2008, University of Memphis, Memphis, TN, USA,
Frontiers in Artificial Intelligence and Applications,
vol.171, pp. 362-373, IOS Press, 2008.
(PDF
(85KiB))
Weld D., Etzioni O.:
The First Law of Robotics (a call to arms)
Proceedings of the twelfth national conference on
Artificial intelligence (AAAI'94), Vol.2, 1042-1047,
AAAI Press, Menlo Park, CA, USA, 1994.
(PDF (196KiB))
Wooldridge, M.,
The triumph of rationality
IEEE Intelligent Systems 27(1):60-64, 2012.
(PDF (836KiB))
Suggestions for additions, corrections, and comments are always welcome!
Paolo Petta |