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» Benevolent Agents in Multiagent Systems
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ATAL
2009
Springer
15 years 4 months ago
Generalization risk minimization in empirical game models
Experimental analysis of agent strategies in multiagent systems presents a tradeoff between granularity and statistical confidence. Collecting a large amount of data about each s...
Patrick R. Jordan, Michael P. Wellman
ATAL
2005
Springer
15 years 3 months ago
Modeling task allocation using a decision theoretic model
Mediation is the process of decomposing a task into subtasks, finding agents suitable for these subtasks and negotiating with agents to obtain commitments to execute these subtas...
Sherief Abdallah, Victor R. Lesser
ATAL
2005
Springer
15 years 3 months ago
Modeling complex multi-issue negotiations using utility graphs
This paper presents an agent strategy for complex bilateral negotiations over many issues with inter-dependent valuations. We use ideas inspired by graph theory and probabilistic ...
Valentin Robu, D. J. A. Somefun, Johannes A. La Po...
ATAL
2004
Springer
15 years 3 months ago
Experiments on Deliberation Equilibria in Auctions
Auctions are useful mechanisms for allocating items (goods, tasks, resources, etc.) in multiagent systems. The bulk of auction theory assumes that the bidders know their own valua...
Kate Larson, Tuomas Sandholm
ATAL
2004
Springer
15 years 3 months ago
Solving Distributed Constraint Optimization Problems Using Cooperative Mediation
Distributed Constraint Optimization Problems (DCOP) have, for a long time, been considered an important research area for multi-agent systems because a vast number of realworld si...
Roger Mailler, Victor R. Lesser