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» Learning Models of Intelligent Agents
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ATAL
2010
Springer
15 years 5 months ago
Learning multirobot joint action plans from simultaneous task execution demonstrations
The central problem of designing intelligent robot systems which learn by demonstrations of desired behaviour has been largely studied within the field of robotics. Numerous archi...
Murilo Fernandes Martins, Yiannis Demiris
PRIMA
2009
Springer
15 years 10 months ago
Recursive Adaptation of Stepsize Parameter for Non-stationary Environments
In this article, we propose a method to adapt stepsize parameters used in reinforcement learning for dynamic environments. In general reinforcement learning situations, a stepsize...
Itsuki Noda
165
Voted
CIA
2003
Springer
15 years 9 months ago
Adaptive Agent-Based Service Composition for Wireless Terminals
Software agents are one of the building blocks of ambient intelligence and pervasive computing. Adaptation to changes in the execution context is necessary in order to provide cont...
Sasu Tarkoma, Mikko Laukkanen
135
Voted
ESAW
2008
Springer
15 years 5 months ago
A Reverse Engineering Form for Multi Agent Systems
The IODA methodology allows automated construction of models from an ontology, consisting of generic interactions that we can assign to families of agents. Thanks to the measuremen...
François Gaillard, Yoann Kubera, Philippe M...
AOSE
2004
Springer
15 years 9 months ago
A Metamodel for Agents, Roles, and Groups
Societies need patterned behavior to exist. Large-scale agent societies may contain a diversity of agents, each with differing abilities and functionalities. When such an agent sys...
James Odell, Marian H. Nodine, Renato Levy