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ATAL
2004
Springer
15 years 12 months ago
Time-Variant Distributed Agent Matching Applications
The process of pair partnership formation is an important infrastructure for many plausible MAS applications. Each agent evaluates potential partner agents, where each potential m...
David Sarne, Sarit Kraus
ATAL
2008
Springer
15 years 8 months ago
No-regret learning and a mechanism for distributed multiagent planning
We develop a novel mechanism for coordinated, distributed multiagent planning. We consider problems stated as a collection of single-agent planning problems coupled by common soft...
Jan-P. Calliess, Geoffrey J. Gordon
AAAI
2008
15 years 8 months ago
Using Reasoning Patterns to Simplify Games
In complex strategic situations decision-making agents interact with many other agents and have access to many pieces of information throughout their play. This usually leads to g...
Dimitrios Antos, Avi Pfeffer
ATAL
2007
Springer
16 years 19 days ago
Designing protocols for agent institutions
We show how protocols can be derived from norms using landmarks. The resulting protocols can be used by agents to fulfill the norms governing an e-institution without having to h...
Huib Aldewereld, Frank Dignum, John-Jules Ch. Meye...
AAAI
2010
15 years 7 months ago
Bayesian Policy Search for Multi-Agent Role Discovery
Bayesian inference is an appealing approach for leveraging prior knowledge in reinforcement learning (RL). In this paper we describe an algorithm for discovering different classes...
Aaron Wilson, Alan Fern, Prasad Tadepalli