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ATAL
2006
Springer
15 years 10 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 7 months ago
Point-based policy generation for decentralized POMDPs
Memory-bounded techniques have shown great promise in solving complex multi-agent planning problems modeled as DEC-POMDPs. Much of the performance gains can be attributed to pruni...
Feng Wu, Shlomo Zilberstein, Xiaoping Chen
AGENTS
1998
Springer
15 years 10 months ago
A Multiagent Perspective of Parallel and Distributed Machine Learning
Parallel and distributed information processing systems play an increasingly important role in artificial intelligence and computer science. In this article an approach to learnin...
Gerhard Weiß
ICMAS
1998
15 years 8 months ago
Probabilistic Reasoning in a Distributed Multi-Agent Environment
In this paper, a model is proposed for multi-agent probabilistic reasoning in a distributed environment. Unlike other methods, this model is capable of processing input in a truly...
S. K. Michael Wong, Cory J. Butz
GECCO
2010
Springer
140views Optimization» more  GECCO 2010»
15 years 6 months ago
Shared memory genetic algorithms in a multi-agent context
In this paper we present a concurrent implementation of genetic algorithms designed for shared memory architectures intended to take advantage of multi-core processor platforms. O...
Dana Vrajitoru