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» Learning to Coordinate Behaviors
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AIMS
2010
Springer
14 years 7 days ago
On the Combined Behavior of Autonomous Resource Management Agents
Abstract. A central issue in autonomic management is how to coordinate several autonomic management processes, which is assumed to require significant knowledge exchange. This stu...
Siri Fagernes, Alva L. Couch
IJCNN
2006
IEEE
14 years 1 months ago
Training Coordination Proxy Agents
— Delegating the coordination role to proxy agents can improve the overall outcome of the task at the expense of cognitive overload due to switching subtasks. Stability and commi...
Myriam Abramson, William Chao, Ranjeev Mittu
ATAL
2005
Springer
14 years 29 days ago
Behavior transfer for value-function-based reinforcement learning
Temporal difference (TD) learning methods [22] have become popular reinforcement learning techniques in recent years. TD methods have had some experimental successes and have been...
Matthew E. Taylor, Peter Stone
CEC
2010
IEEE
13 years 8 months ago
Learning to overtake in TORCS using simple reinforcement learning
In modern racing games programming non-player characters with believable and sophisticated behaviors is getting increasingly challenging. Recently, several works in the literature ...
Daniele Loiacono, Alessandro Prete, Pier Luca Lanz...
ATAL
2007
Springer
14 years 1 months ago
Matrix-based representation for coordination fault detection: a formal approach
Teamwork requires that team members coordinate their actions. The representation of the coordination is a key requirement since it influences the complexity and flexibility of r...
Meir Kalech, Michael Lindner, Gal A. Kaminka