15 search results - page 1 / 3 » Multi-policy optimization in decentralized autonomic systems |
SASO
2009
IEEE
14 years 3 months ago
2009
IEEE
—Large-scale agent-based systems are required to self-optimize towards multiple, potentially conflicting, policies of varying spatial and temporal scope. As a result, not all ag...
ICAC
2009
IEEE
13 years 6 months ago
2009
IEEE
Distributed W-Learning (DWL) is a reinforcement learningbased algorithm for multi-policy optimization in agent-based systems. In this poster we propose the use of DWL for decentra...
IJCAI
2003
2003
Towards Cooperative Negotiation for Decentralized Resource Allocation in Autonomic Computing Systems
13 years 10 months ago
Resource allocation is a key problem in autonomic computing. In this paper we use a data center scenario to motivate the need for decentralization and cooperative negotiation, and...
ATAL
2009
Springer
14 years 3 months ago
2009
Springer
ATAL
2009
Springer
13 years 6 months ago
2009
Springer
In this paper we use a reinforcement learning algorithm with the aim to increase the autonomous lifetime of a Wireless Sensor Network (WSN) and decrease latency in a decentralized...