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