38 search results - page 1 / 8 » Learning and exploiting knowledge in multi-agent task alloca... |
GECCO
2007
Springer
13 years 11 months ago
2007
Springer
Imagine a group of cooperating agents attempting to allocate tasks amongst themselves without knowledge of their own capabilities. Over time, they develop a belief of their own sk...
IAT
2007
IEEE
13 years 11 months ago
2007
IEEE
A major challenge in the field of Multi-Agent Systems is to enable autonomous agents to allocate tasks efficiently. This paper extends previous work on an approach to the collec...
JMLR
2012
11 years 7 months ago
2012
We study the problem of learning a group of principal tasks using a group of auxiliary tasks, unrelated to the principal ones. In many applications, joint learning of unrelated ta...
ATAL
2008
Springer
13 years 6 months ago
2008
Springer
Distributed constraint optimization (DCOP) is a promising approach to coordination, scheduling and task allocation in multi agent networks. In large-scale or low-bandwidth network...
ATAL
2007
Springer
13 years 11 months ago
2007
Springer
A MAS architecture consisting of service centers is proposed. Within each service center, a mediator coordinates service delivery by allocating individual tasks to corresponding t...