259 search results - page 11 / 52 » Resource Allocation in the Grid Using Reinforcement Learning |
136
Voted
IPPS
2009
IEEE
15 years 9 months ago
2009
IEEE
— There are many grid-based applications where a timely response to an important event is needed. Often such response can require a significant computation and possibly communic...
103
Voted
CIMCA
2006
IEEE
15 years 8 months ago
2006
IEEE
In this paper, a distributed and adaptive approach for resource discovery in peer-to-peer networks is presented. This approach is based on the mobile agent paradigm and the random...
154
Voted
ICMLA
2003
15 years 4 months ago
2003
This work represents the first step towards a task library system in the reinforcement learning domain. Task libraries could be useful in speeding up the learning of new tasks th...
106
Voted
ICAI
2004
15 years 4 months ago
2004
An explicit exploration strategy is necessary in reinforcement learning (RL) to balance the need to reduce the uncertainty associated with the expected outcome of an action and the...
161
Voted
ICSOC
2004
Springer
15 years 8 months ago
2004
Springer
In this paper, we present an Open Grid Services Architecture (OGSA)-based decentralized allocation enforcement system, developed with an emphasis on a consistent data model and ea...