Game Theoretic and Decision Theoretic Agents
Papers from the 2007 AAAI Spring Symposium
Piotr Gmytrasiewicz and Simon Parsons, Program Cochairs
Technical Report SS-07-02. Published by The AAAI Press, Menlo Park, California. This technical report is also available in book and CD format.
Please Note: Abstracts are linked to individual titles, and will appear in a separate browser window. Full-text versions of the papers are linked to the abstract text. Access to full text may be restricted to AAAI members. PDF file sizes may be large!
Contents
Program Committee / iii
Piotr Gmytrasiewicz and Simon Parsons
Effective Learning in Adaptive Dynamic Systems / 1
Andriy Burkov and Brahim Chaib-draa
Graphical Models for Online Solutions to Interactive POMDPs / 8
Prashant Doshi, Yifeng Zeng, and Qiongyu Chen
Towards Strategic Kriegspiel Play with Opponent Modeling / 17
Antonio Del Giudice and Piotr Gmytrasiewicz
"Unrolling" Complex Task Models into MDPs / 23
Robert P. Goldman, David J. Musliner, Mark S. Boddy, Edmund H. Durfee, and Jianhui Wu
Q-value Heuristics for Approximate Solutions of Dec-POMDPs / 31
Frans A. Oliehoek and Nikos Vlassis
An Efficient Heuristic for Security against Multiple Adversaries in Stackelberg Games / 38
Praveen Paruchuri, Jonathan P. Pearce, Milind Tambe, Fernando Ordóñez, and Sarit Kraus
Natural Solutions for a Class of Symmetric Games / 47
Stephen D. Patek, Peter A. Beling, and Yijia Zhao
Tight Bounds for a Stochastic Resource Allocation Algorithm Using Marginal Revenue / 54
Pierrick Plamondon, Brahim Chaib-draa, and Abder Rezak Benaskeur
Fairness in Combinatorial Auctioning Systems / 61
Megha Saini and Shrisha Rao
SPIDER Attack on a Network of POMDPs: Towards Quality Bounded Solutions / 68
Pradeep Varakantham, Janusz Marecki, Milind Tambe, and Makoto Yokoo
Automated Mechanism Design in Infinite Games of Incomplete Information: Framework and Applications / 76
Yevgeniy Vorobeychik and Daniel M. Reeves
Enabling Agents to Perform Prioritized Multi-Criteria Aggregation / 85
Ronald R. Yager
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