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AAMAS
2005
Springer
13 years 9 months ago
Coordinating Multiple Agents via Reinforcement Learning
In this paper, we focus on the coordination issues in a multiagent setting. Two coordination algorithms based on reinforcement learning are presented and theoretically analyzed. O...
Gang Chen, Zhonghua Yang, Hao He, Kiah Mok Goh
MAGS
2010
81views more  MAGS 2010»
13 years 4 months ago
Task allocation learning in a multiagent environment: Application to the RoboCupRescue simulation
Coordinating agents in a complex environment is a hard problem, but it can become even harder when certain characteristics of the tasks, like the required number of agents, are un...
Sébastien Paquet, Brahim Chaib-draa, Patric...
ATAL
2005
Springer
14 years 3 months ago
Agent-organized networks for dynamic team formation
Many multi-agent systems consist of a complex network of autonomous yet interdependent agents. Examples of such networked multi-agent systems include supply chains and sensor netw...
Matthew E. Gaston, Marie desJardins
ATAL
2005
Springer
14 years 3 months ago
A scalable approach to multi-agent resource acquisition and control
Scalable coordination is a key challenge in deployment of multiagent systems. Resource usage is one part of agent behavior which naturally lends itself to abstraction. CyberOrgs i...
Nadeem Jamali, Xinghui Zhao
IAT
2008
IEEE
14 years 4 months ago
Multiagent Technology Solutions for Planning in Ambient Intelligence
In presence of reconfigurable environments, such as AmI systems, the orchestration and coordination of more devices involved in the execution of services requested by users is of...
Nicola Gatti, Francesco Amigoni, Marco Rolando