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CIA
2007
Springer
15 years 10 months ago
Multi-agent Learning Dynamics: A Survey
Abstract. In this paper we compare state-of-the-art multi-agent reinforcement learning algorithms in a wide variety of games. We consider two types of algorithms: value iteration a...
H. Jaap van den Herik, Daniel Hennes, Michael Kais...
ATAL
2006
Springer
15 years 8 months ago
Tractable negotiation in tree-structured domains
Multiagent resource allocation is a timely and exciting area of research at the interface of Computer Science and Economics. One of the main challenges in this area is the high co...
Yann Chevaleyre, Ulle Endriss, Nicolas Maudet
ATAL
2010
Springer
15 years 5 months ago
Point-based backup for decentralized POMDPs: complexity and new algorithms
Decentralized POMDPs provide an expressive framework for sequential multi-agent decision making. Despite their high complexity, there has been significant progress in scaling up e...
Akshat Kumar, Shlomo Zilberstein
192
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ATAL
2006
Springer
15 years 6 months ago
SAgent: a security framework for JADE
This paper presents SAgent, a general-purpose mobile agent security framework that is designed to protect the computations of mobile agent applications in potentially hostile envi...
Vandana Gunupudi, Stephen R. Tate
IAT
2003
IEEE
15 years 9 months ago
On Need-driven Proactive Information Exchanges in Agent Teams
Members of high-performing human teams can often anticipate information needs of teammates and offer relevant information to them proactively. Such capabilities are highly desirab...
John Yen, Xiaocong Fan, Richard A. Volz