References

1

Y. Bakos and E. Brynjolfsson. Bundling information goods: Prices, profits and efficiency. In B. Kahin and H. Varian, editors, Internet Publishing and Beyond: The Economics of Digital Information and Intellectual Property. MIT Press, Cambridge, Massachusetts, 2000.

2

C. H. Brooks, S. Fay, R. Das, J. K. MacKie-Mason, J. O. Kephart, and E. H. Durfee. Automated search strategies in an electronic goods market: Learning and complex price scheduling. In Proceedings of the First ACM Conference on Electronic Commerce. ACM Press, November 1999.

3

K. Burdett and K. L. Judd. Equilibrium price dispersion. Econometrica, 51(4):955-969, July 1983.

4

A. Chavez and P. Maes. Kasbah: an agent marketplace for buying and selling goods. In Proceedings of the first international Conference on the Practical Application of Intelligent Agents and Multi-Agent Technology, London, U.K., April 1996.

5

CommerceNet web page. URL: http://www.commerce.net.

6

K. Decker, K. Sycara, and M. Williamson. Middle-agents for the Internet. In Proceedings of IJCAI-97, January 1997.

7

P. Diamond. A model of price adjustment. Economic Theory, 3:156-168, 1971.

8

R. B. Doorenbos, O. Etzioni, and D. S. Weld. A scalable comparison-shopping agent for the World-Wide Web. In Proceedings of the First International Conference on Autonomous Agents, February 1997.

9

Foundation for Intelligent Physical Agents web page. URL: http://www.fipa.org.

10

A. Greenwald and J. O. Kephart. Shopbots and pricebots. In Proceedings of Sixteenth International Joint Conference on Artificial Intelligence, August 1999.

11

A. R. Greenwald, J. O. Kephart, and G. J. Tesauro. Strategic pricebot dynamics. In M. Wellman, editor, Proceedings of the First ACM Conference on Electronic Commerce. ACM Press, November 1999.

12

J. E. Hanson and J. O. Kephart. Spontaneous specialization in a free-market economy of agents. exact date unknown, 1998.

13

A. Herzberg and H. Yochai. MiniPay: Charging per click on the web. In Proceedings of the Sixth International World Wide Web Conference, April 1997. URL: http://www.hr.il.ibm.com/mpay.

14

E. Hopkins and R. M. Seymour. Price dispersion: An evolutionary approach. Unpublished Manuscript, October 1996.

15

J. Hu and M. P. Wellman. Online learning about other agents in dynamic multiagent systems. In Proceedings of the Second International Conference on Autonomous Agents (Agents '98), 1998.

16

J. O. Kephart, R. Das, and J. K. MacKie-Mason. Two-sided learning in an agent economy for information bundles. In Agent-mediatd Electronic Commerce, Lecture Notes in Artificial Intelligence, Berlin, 2000. Springer-Verlag.

17

J. O. Kephart and A. R. Greenwald. Shopbot economics. In Proceedings of Fifth European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, July 1999.

18

J. O. Kephart, J. E. Hanson, D. W. Levine, B. N. Grosof, J. Sairamesh, R. B. Segal, and S. R. White. Dynamics of an information filtering economy. In Proceedings of the Second International Workshop on Cooperative Information Agents, 1998.

19

J. O. Kephart, J. E. Hanson, and J. Sairamesh. Price and niche wars in a free-market economy of software agents. Artificial Life, 4(1):1-, 1998.

20

B. Krulwich. The BargainFinder agent: Comparison price shopping on the Internet. In J. Williams, editor, Agents, Bots and Other Internet Beasties, pages 257-263. SAMS.NET publishing (MacMillan), 1996. URLs: http://bf.cstar.ac.com/bf, http://www.geocities.com/ResearchTriangle/9430.

21

Object Management Group web page. URL: http://www.omg.org.

22

S. Park, E. H. Durfee, and W. P. Birmingham. Emergent properties of a market-based digital library with strategic agents. In Proceedings of the Third International Conference on Multi-Agent Systems, pages 230-237, July 1998.

23

W. H. Press, B. P. Flannery, S. A. Teukolsky, and W. T. Vetterling. Numerical Recipes in C: The Art of Scientific Computing. Cambridge University Press, Cambridge, 1988.

24

J. Sairamesh and J. O. Kephart. Price dynamics of vertically differentiated information markets. In Proceedings of First International Conference on Information and Computation Economies, October 1998.

25

S. Salop and J. Stiglitz. A theory of sales: A simple model of equilibrium price dispersion with identical agents. American Economic Review, 72(5):1121-1130, December 1982.

26

G. Tesauro and J. Kephart. Pricing in agent economies using multi-agent q-learning. In Proceedings of Fifth European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, July 1999.

27

G. J. Tesauro. Pricing in agent economies using neural networks and multi-agent Q-learning. In Proceedings of Workshop on Learning About, From and With Other Agents (IJCAI '99), August 1999.

28

G. J. Tesauro and J. O. Kephart. Foresight-based pricing algorithms in an economy of software agents. In Proceedings of First International Conference on Information and Computation Economies, October 1998.

29

J. Tirole. The Theory of Industrial Organization. The MIT Press, Cambridge, MA, 1988.

30

H. Varian. A model of sales. American Economic Review, Papers and Proceedings, 70(4):651-659, September 1980.

31

J. M. Vidal and E. H. Durfee. The moving target problem in multi-agent learning. In Proceedings of the Third International Conference on Multi-Agent Systems (ICMAS98), July 1998.

32

L. L. Wilde and A. Schwartz. Equilibrium comparison shopping. Review of Economic Studies, 46:543-553, 1979.

33

P. R. Wurman, M. P. Wellman, and W. E. Walsh. The Michigan Internet AuctionBot: A configurable auction server for human and software agents. In Proceedings of the Second International Conference on Autonomous Agents, May 1998.