Collective Cognition Workshop Bibliography (fledgling)
Caveat: Don't see your papers here? Key reviews, classic
papers, and new results missing?
Fine. What follows below is the beginning
of a cooperative project to develop a bibliography for collective cognition.
Please send those essential missing books, reviews, papers, and web site URLs
to Cosma Shalizi promptly and they
will be added. Thanks!
Websites
Books
- Bonabeau, Eric, Marco Dorigo, and Guy Theraulaz, Swarm Intelligence: From Natural to Artificial Systems,
Oxford University Press, Oxford (1999).
- Goldman, Alvin I., Knowledge in a Social World, Clarendon Press, Oxford (1999).
- Hayek, Friedrich A., Hayek - Individualism and Economic Order, Univeristy of Chicago Press, Chicago (1948).
- Hutchins, Edwin, Cognition in the Wild, MIT Press, Cambridge, MA (1995).
- Kennedy, James, Russell C. Eberhart and Yuhui Shi, Swarm Intelligence, Morgan Kaufmann, San Francisco (2001).
- Kitcher, Philip, The Advancement of Science: Science Without Legend, Objectivity Without Illusions, Oxford
University Press, Oxford (1993).
- Knorr-Cetina, Karin, Epistemic Cultures : How the Sciences Make Knowledge, Harvard University Press (1999).
- Schelling, Thomas C., Micromotives and Macrobehavior, W.W. Norton, New York (1978).
- Sperber, Dan, Explaining Culture: A Naturalistic Approach, Basil Blackwell, Oxford (1996).
- Stone, Peter. Layered Learning in Multi-Agent Systems: A Winning Approach to
Robotic Soccer, MIT Press (2000) ISBN: 0262194384.
- Toulmin, Stephen, The Collective Use and Evolution of Concepts, Volume 1, Series: Human
Understanding, Princeton University Press, Princeton (1972).
- Young, Peyton H., Individual Strategy and Social Structure: An Evolutionary Theory of Institutions
, Princeton University Press, Princeton (1998).
Papers
- Agre, Philip E., "Growing a Democratic Culture: John Commons on the Wiring of Civil
Society", in Democracy and New Media, David Thorburn and Hemry Jenkins, eds., MIT Press, Cambridge (forthcoming).
html version
- Agre, Philip E., "Supporting the Intellectual Life of a Democratic Society."
html version
- Chialvo, Dante R., and Mark M. Millonas, "How Swarms Build Cognitive Maps," SFI Working Paper 95-03-033 (1995).
- David, Paul A., "Communication Norms and the Collective Cognitive Performance of 'Invisible Colleges'," in Creation
and Transfer of Knowledge: Institutions and Incentives, eds. G. Barba Navaretti, P. Dasgupta and K.G. Maler, Berlin,
Springer Verlag (1998).
- Hayek, Friedrich A., "Economics and Knowledge," Economica4 (1937) 33-54. (Reprinted in
Hayek - Individualism and Economic Order, pp. 33-56.)
- Hayek, Friedrich A., "The Use of Knowledge in Society," American Economic Review, 35 (1945) 519-530.
(Reprinted in Hayek - Individualism and Economic Order, pp. 77-91.)
- Jefferies,P., M. Hart, and N.F. Johnson, "Deterministic Dynamics in the
Minority Game,Ó Phys. Rev. E 65, 016105 (2001).
- Jefferies, P., M.L. Hart, P.M. Hui, N. F. Johnson, "From market games to
real-world markets," Eur. J. Phys. B 20, 493 (2001).
- Johnson, N.F., P.M. Hui, R. Jonson and T.S. Lo, "Self-Organized
Segregation within an Evolving Population," Phys. Rev. Lett. 82, 3360
(1999).
- Kube, C. Ronald, and Hong Zhang, "Collective Robotic Intelligence."
Abstract,
postscript,
pdf.
- Lamper, D., S. Howison and N.F. Johnson, "Predictability of large future
changes in a competitive evolving population," Phys. Rev. Lett. 88, 017902
(2002).
- Nagel, Kai, "Traffic Networks," submitted for publication (2002).
pdf (376k)
postscript (387k)
- Stone, Peter, Michael L. Littman, Satinder Singh, and Michael Kearns, "ATTac-2000: An Adaptive Autonomous Bidding Agent."
Journal of AI Research (JAIR), Volume 15 (2001).
postscript (112 K)
- Stone, Peter, and Richard Sutton, "Scaling Reinforcement Learning toward RoboCup Soccer." in Proceedings of the Eighteenth
International Conference on Machine Learning (ICML-2001)
postscript (308 K)
- Tumer, Kagan, and David Wolpert,"Collective Intelligence and Braess' Paradox,"
in the Proceedings of the Seventeenth National Conference on Artificial Intelligence, Austin, TX, (2000) 104-109.
Abstract,
postscript.
- Wolpert, David, Sergey Kirshner, Chris Merz and Kagan Tumer, "Adaptivity in Agent-Based Routing for
Data Networks," Fourth International Conference on Automomous Agents, Barcelona, Spain, (2000), to appear.
pdf (170 Kb).
- Wolpert, David, and Kagan Tumer, "Avoiding Braess' Paradox through Collective Intelligence," (in review),
Tech Report NASA-ARC-IC-99-124.
Abstract .
postscript (640 Kb),
pdf (300 Kb).
- Wolpert, David, Kevin Wheeler and Kagan Tumer, "Collective Intelligence for Control of Distributed
Dynamical Systems," Europhysics Letters, Vol. 49, No. 6, (2000).
pdf (190 Kb).
- Wolpert, David, Mike H. New, and Ann M. Bell, "Distorting Reward Functions to Improve Reinforcement
Learning," (in review), Tech Report NASA-ARC-IC-99-71.
Abstract,
postscript (570 Kb),
pdf (120 Kb).
- Wolpert, David, Kevin Wheeler and Kagan Tumer, "General Principles of Learning-Based Multi-Agent
Systems," Third International Conference on Automomous Agents, Seattle,
WA, (1999) 77-83.
Abstract,
postscript (520 Kb),
pdf (228 Kb).
- Wolpert, David, and Kagan Tumer, "An Introduction to Collective Intelligence,"
Tech Report NASA-ARC-IC-99-63. (A shorter version of this paper is to appear in:
Jeffrey M. Bradshaw, editor, Handbook of Agent Technology,
AAAI Press/MIT Press, 1999).
Abstract,
postscript (1.4 MB),
pdf (715 Kb).
- Wolpert, David, and Kagan Tumer, "Optimal Payoff Functions for Members of Collectives," In Advances
in Complex Systems, (2001) in press.
Abstract,
postscript (450 Kb).
- Wolpert, David, and Kagan Tumer, "Optimal Reward Functions in Distributed Reinforcement Learning," In Proceedings
of the Second Asia-Pacific Conference on Intelligent Agent Technology (2001), in press.
postscript (300 Kb).
- Wolpert, David, Joe Sill, and Kagan Tumer, "Reinforcement Learning
in Distributed Domains: Beyond Team Games," In the Proceedings of the Seventeenth National
Conference on Artificial Intelligence, Seattle, WA (2001) 819-824.
Abstract,
postscript (365 K).
- Wolpert, David, Kagan Tumer, and Jeremy Frank, "Using Collective Intelligence to Route Internet
Traffic," Advances in Neural Information Processing Systems-11, Denver, CO, (1998) 952-958.
Abstract,
postscript (300 Kb),
pdf (125 Kb).