Artificial Intelligence

Xi Alice Gao and Avi Pfeffer. 2010. “Learning Game Representations from Data Using Rationality Constraints.” In Proceedings of the 26th Conference on on Uncertainty in Artificial Intelligence (UAI'10). Download

Haoqi Zhang, Yiling Chen, and David C. Parkes. 2009. “A General Approach to Environment Design with One Agent.” In Twenty-First International Joint Conference on Artificial Intelligence (IJCAI'09), Pp. 2002-2009. Download

Haoqi Zhang, David C. Parkes, and Yiling Chen. 2009. “Policy Teaching Through Reward Function Learning.” In 10th ACM Electronic Commerce Conference (EC'09), Pp. 295–304. Download

Loizos Michael, David C. Parkes, and Avi Pfeffer. 2009. “Specifying and Monitoring Economic Environments using Rights and Obligations.” Autonomous Agents & Multi-Agent Systems, 20, Pp. 158–197. Download

Erik Schultink, Ruggiero Cavallo, and David C. Parkes. 2008. “Economic hierarchical Q-learning.” In Proc. 23rd AAAI Conference on Artificial Intelligence (AAAI'08), Pp. 689–695. Download

Ruggiero Cavallo and David C. Parkes. 2008. “Efficient Metadeliberation Auctions.” In Proc. 23rd AAAI Conference on Artificial Intelligence (AAAI'08), Pp. 50–56. Chicago, IL. Download

Haoqi Zhang and David C. Parkes. 2008. “Enabling Environment Design via Active Indirect Elicitation.” In Proc. Workshop on Preference Handling. Chicago, IL. Download

Sevan Ficici, David C. Parkes, and Avi Pfeffer. 2008. “Learning and solving many-player games through a cluster-based representation.” In Proc. 24th Conference in Uncertainty in Artificial Intelligence (UAI'08), Pp. 187–195. Download

Adrian Petcu, Boi Faltings, and David C. Parkes. 2008. “M-DPOP: Faithful Distributed Implementations of Efficient Social Choice Problems.” Journal of Artificial Intelligence Research, 32, Pp. 705–755. Download

Sven Seuken, Ruggiero Cavallo, and David C. Parkes. 2008. “Partially synchronized DEC-MDPs in Dynamic Mechanism Design.” In Proc. 23rd AAAI Conference on Artificial Intelligence(AAAI'08), Pp. 162–169. Download

Haoqi Zhang and David C. Parkes. 2008. “Value-based Policy Teaching with Active Indirect Elicitation.” In Proc. 23rd AAAI Conference on Artificial Intelligence (AAAI'08), Pp. 208–214. Chicago, IL. Download

R. Kang-Xing Jin, David C. Parkes, and Patrick J. Wolfe. 2007. “Analysis of Bidding Networks in eBay: Aggregate Preference Identification through Community Detection.” In Proc. AAAI Workshop on Plan, Activity and Intent Recognition (PAIR). Vancouver, Canada. Download

Adrian Petcu, Boi Faltings, and David C. Parkes. 2006. “MDPOP: Faithful Distributed Implementation of Efficient Social Choice Problems.” In Proc. 5th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS'06), Pp. 1397–1404. Download

Ruggiero Cavallo, David C. Parkes, and Satinder Singh. 2006. “Optimal Coordination of Loosely-Coupled Self-Interested Robots.” In Workshop on Auction Mechanisms for Robot Coordination, AAAI'06. Boston, MA. Download

Loizos Michael, David C. Parkes, and Avi Pfeffer. 2006. “Specifying and Monitoring Market Mechanisms using Rights and Obligations.” In LNAI: Agent Mediated Electronic Commerce VI, edited by P. Faratin and J.A. Rodriguez-Aguilar, Pp. 188-201. Springer-Verlag. Download

David C. Parkes. 2005. “Auction Design with Costly Preference Elicitation.” Annals of Mathematics and AI, 44, Pp. 269–302. Download

Sébastien Lahaie, Florin Constantin, and David C. Parkes. 2005. “More on the Power of Demand Queries in Combinatorial Auctions: Learning Atomic Languages and Handling Incentives.” In Proc. 19th International Joint Conference on Artificial Intelligence (IJCAI'05), Pp. 959–964. Download

Sébastien Lahaie and David C. Parkes. 2004. “Applying Learning Algorithms to Preference Elicitation.” In Proceedings of the 5th ACM Conference on Electronic Commerce, Pp. 180–188. ACM Press. Download

William E. Walsh, David C. Parkes, and Rajarshi Das. 2004. “Choosing Samples to Compute Heuristic-Strategy Nash Equilibrium.” In Agent Mediated Electronic Commerce (LNAI 3048), edited by Peyman Faratin, David C. Parkes, Juan A. Rodriguez-Aguilar, and William E Walsh, Pp. 109. Springer-Verlag. Download

Rui Dong, Terry Tai, Wilfred Yeung, and David C. Parkes. 2004. “HarTAC– The Harvard TAC SCM'03 Agent.” In Proc. Second Workshop on Trading Agent Design and Analysis (TADA'04), Pp. 1–8. New York, USA. Download