15 search results - page 1 / 3 » Multi-policy optimization in decentralized autonomic systems |
SASO
2009
IEEE
13 years 11 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 2 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 6 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
13 years 11 months ago
2009
Springer
ATAL
2009
Springer
13 years 2 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...