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Amy Greenwald
Assistant Professor of Computer ScienceContact Information
Box 1910Brown University
Providence, RI 02912
Email: amy at cs.brown.edu
Personal home page: http://www.cs.brown.edu/~amy/
Research Areas
| Artificial Intelligence |
| Machine Learning |
| Intelligent Agents |
Research Themes
| Electronic Commerce |
| Machine Decision and Game Theory |
| Internet |
Research Topics or Projects
| Efficient Link Analysis |
| Trading Agent Competition: Travel |
| Trading Agent Competition: Supply Chain Management |
| No-Regret Learning and Games |
| Reinforcement Learning in Markov Games |
Courses Taught
| CSCI1410 | Introduction to Artificial Intelligence | |
| CSCI2440 | Topics in Game-Theoretic Artificial Intelligence |
Research Interests
In our increasingly networked world, fewer and fewer decisions can be made in isolation. Consequently, AI agents—artificially intelligent, programmed decision-makers—must cooperate, compete, and trade with other agents, both human and artificial. This trend drives Amy Greenwald’s twin research goals: first, the effort to design and implement AI agents that interact effectively in multiagent environments; second, the effort to understand, explain, and accurately predict the dynamics of such interactions. In pursuing these goals, Prof. Greenwald draws from theoretical and practical sources, including a variety of disciplines such as AI, decision theory, game theory, and economics.
Selected Publications
Greenwald, A., and Boyan, J. Bidding Algorithms for Simultaneous Auctions: A Case Study. Journal of Autonomous Agents and Multiagent Systems 10, 1 (2005), 67-89. [ postscript | pdf ]
Kephart, J., and Greenwald, A. Shopbot Economics. In Game Theory and Decision Theory in Agent-Based Systems, S. Parsons, P. Gmytrasiewicz, and M. Wooldridge, Eds. Kluwer Academic Publishers, 2002, pp. 255-287. [ postscript | pdf ]
Greenwald, A., Friedman, E., and Shenker, S. Learning in Network Contexts: Results from Experimental Simulations. Games and Economic Behavior: Special Issue on Economics and Artificial Intelligence 35, 1/2 (2001), 80-123. [ postscript | pdf ]
Greenwald, A., and Kephart, J. Shopbots and Pricebots. In Agent-mediated Electronic Commerce II, A. Moukas, C. Sierra, and F. Ygge, Eds. Springer-Verlag, 2000. [ postscript | pdf ]
All publications by Amy Greenwald
| Page Owner: Amy Greenwald | Last Modified: Tue Sep 9 10:18:29 2008 |