Game Theoretic and Decision Theoretic Agents
Papers from 2001 AAAI Spring Symposium
Simon Parsons and Piotr Gmytrasiewicz, Program Cochairs
Technical Report SS-01-03. 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
Planetary Rover Control as a Markov Decision Process / 1
Daniel S. Bernstein, Shlomo Zilberstein, Richard Washington, and John L. Bresina
Playing "Invisible Chess" with Information-Theoretic Advisors / 6
A. E. Bud, D. W. Albrecht, A. E. Nicholson, and I. Zukerman
BDI and QDT: A Comparison Based on Classical Decision Theory / 16
Mehdi Dastani, Joris Hulstijn, and Leendert van der Torre
Max-Norm Projections for Factored MDPs / 27
Carlos Guestrin, Daphne Koller, and Ronald Parr
Probabilistic Pricebots / 37
Jeffrey O. Kephart and Amy R. Greenwald
Multi-Agent Influence Diagrams for Representing and Solving Games / 45
Daphne Koller and Brian Milch
Two Kinds of Conflicts between Desires (and How to Resolve Them) / 54
Jérôme Lang, Leendert van der Torre, and Emil Weydert
Risk-Averse Auction Planning and its Integration into Supply Chain Management Systems / 60
Yaxin Liu, Richard Goodwin, and Sven Koenig
Agent Ludens: Games for Agent Dialogues / 70
Peter McBurney and Simon Parsons
An Iterative Generalized Vickrey Auction: Strategy-Proofness without Complete Revelation / 78
David C. Parkes
Coalitional Ability in Multi-Agent Systems: A Logical Approach / 88
Marc Pauly
Logical Foundations for Decision-Theoretic Planning / 97
John L. Pollock
MDPs for Adjustable Autonomy in Real-World Multi-Agent Environments / 107
David Pynadath, Paul Scerri, and Milind Tambe
Intention Reconsideration as Discrete Deliberation Scheduling / 117
Martijn Schut and Michael Wooldridge
Reinforcement Learning in Distributed Domains: An Inverse Game Theoretic Approach / 126
David H. Wolpert and Kagan Tumer
Toward Flexible Trading Agents / 134
Peter R. Wurman
Posters
Enhancing Autonomy with Value-Based Goal Adoption / 141
Luis Antunes, João Faria, and Helder Coelho
Decision-Theoretic Learning of Agent Models in an Information Economy / 144
Christopher H. Brooks and Edmund H. Durfee
Hypergame Analysis in Multiagent Environments / 147
B. Chaib-draa
Characteristic Distributions in Multi-Agent Systems / 150
Stefan J. Johansson
Decision Schema and Game Theory / 153
John F. McGrew
Collective Learning in Social Coordination Games / 156
Akira Namatame and Hiroshi Sato
Modeling Multi-Agent Interactions through State Transitions in Games of Deterrence / 159
Michel Rudnianski and Hélène Bestougeff
Hypergame Theory for DTGT Agents / 163
Russell R. Vane
Game Theoretic Strategies in Decision Making under Uncertainty / 166
Ronald R. Yager
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