David Pardoe

dpardoe@cs.utexas.edu

I'm a Ph.D. student in the Department of Computer Sciences at UT Austin. My advisor is Peter Stone.

My research interests include:

agent based learning, including reinforcement learning
multiagent learning and game theory
trading agents and auctions

For the past five years I have participated in the Trading Agent Competition. Information on our winning agent can be found here.

Curriculum Vitae

Papers

David Pardoe and Peter Stone. Adapting Price Predictions in TAC SCM. In AAMAS 2007 Workshop on Agent Mediated Electronic Commerce IX, May 2007. PDF PS
David Pardoe and Peter Stone. An Autonomous Agent for Supply Chain Management. In Adomavicius and Gupta, editors, Handbooks in Information Systems Series: Business Computing, Elsevier, 2007. PDF PS
David Pardoe, Peter Stone, Maytal Saar-Tsechansky, and Kerem Tomak. Adaptive Mechanism Design: A Metalearning Approach. In The Eighth International Conference on Electronic Commerce, August 2006. PDF PS
A shorter workshop version:
David Pardoe, Peter Stone, Maytal Saar-Tsechansky, and Kerem Tomak. Adaptive Auctions: Learning to Adjust to Bidders. In The Fifteenth Annual Workshop on Information Technologies and Systems, December 2005. PDF PS
David Pardoe and Peter Stone. TacTex-05: A Champion Supply Chain Management Agent. In Proceedings of the Twenty-First National Conference on Artificial Intelligence, July 2006. PDF PS
An extended workshop version:
David Pardoe, Peter Stone, and Mark VanMiddlesworth. TacTex-05: An Adaptive Agent for TAC SCM. In AAMAS 2006 Joint workshop on Trading Agent Design and Analysis & Agent Mediated Electronic Commerce VIII, May 2006. PDF PS
David Pardoe and Peter Stone. Predictive Planning for Supply Chain Management. In Proceedings of the International Conference on Automated Planning and Scheduling, June 2006. PDF PS
David Pardoe, Michael Ryoo, and Risto Miikkulainen. Evolving Neural Network Ensembles for Control Problems. In Proceedings of the Genetic and Evolutionary Computation Conference, June 2005. PDF PS
David Pardoe and Peter Stone. Developing Adaptive Auction Mechanisms. SIGecom Exchanges, 5(3):1–10, Winter 2005. PDF PS
David Pardoe and Peter Stone. Bidding for Customer Orders in TAC SCM. In AAMAS 2004 Workshop on Agent Mediated Electronic Commerce VI: Theories for and Engineering of Distributed Mechanisms and Systems, July 2004. PDF PS
David Pardoe and Peter Stone. TacTex-03: A Supply Chain Management Agent. SIGecom Exchanges: Special Issue on Trading Agent Design and Analysis, 4(3):19–28, Winter 2004. PDF PS
Extended version available as a technical report.
Satinder Singh, Michael L. Littman, Nicholas K. Jong, David Pardoe, and Peter Stone. Learning Predictive State Representations. In Proceedings of the Twentieth International Conference on Machine Learning, August 2003. PDF PS