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AMEC
2004
Springer
14 years 4 months ago
Three Automated Stock-Trading Agents: A Comparative Study
Abstract. This paper documents the development of three autonomous stocktrading agents within the framework of the Penn Exchange Simulator (PXS), a novel stock-trading simulator th...
Alexander A. Sherstov, Peter Stone
ESSMAC
2003
Springer
14 years 3 months ago
Simultaneous Localization and Surveying with Multiple Agents
We apply a constrained Hidden Markov Model architecture to the problem of simultaneous localization and surveying from sensor logs of mobile agents navigating in unknown environmen...
Sam T. Roweis, Ruslan Salakhutdinov
ATAL
2005
Springer
14 years 4 months ago
Global convergence of local agent behaviors
Many multi-agent systems seek to reconcile two apparently inconsistent constraints. The system’s overall objective is defined at a global level. However, the agents have only lo...
H. Van Dyke Parunak, Sven Brueckner, John A. Saute...
ATAL
2004
Springer
14 years 4 months ago
Towards Robust Multi-Agent Systems: Handling Communication Exceptions in Double Auctions
This paper addresses an important question in the development of multi-agent systems—how can we create robust systems out of the often unreliable agents and infrastructures we ca...
Simon Parsons, Mark Klein
ATAL
2008
Springer
14 years 20 days ago
Exploiting locality of interaction in factored Dec-POMDPs
Decentralized partially observable Markov decision processes (Dec-POMDPs) constitute an expressive framework for multiagent planning under uncertainty, but solving them is provabl...
Frans A. Oliehoek, Matthijs T. J. Spaan, Shimon Wh...