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ATAL
2008
Springer
15 years 5 months ago
Non-linear dynamics in multiagent reinforcement learning algorithms
Several multiagent reinforcement learning (MARL) algorithms have been proposed to optimize agents' decisions. Only a subset of these MARL algorithms both do not require agent...
Sherief Abdallah, Victor R. Lesser
ESANN
2004
15 years 4 months ago
Neural dynamics for task-oriented grouping of communicating agents
Abstract. Many real world problems are given in the form of multiple measurements comprising local descriptions or tasks. We propose that a dynamical organization of a population o...
Jochen J. Steil
PERCOM
2003
ACM
16 years 2 months ago
Dynamic Bandwidth Management for Single-Hop Ad Hoc Wireless Networks
Distributed weighted fair scheduling schemes for QoS support in wireless networks have not yet become standard. In this paper we propose an Admission Control and Dynamic Bandwidth...
Samarth H. Shah, Kai Chen, Klara Nahrstedt
CEC
2008
IEEE
15 years 9 months ago
Solving dynamic multi-objective problems with vector evaluated particle swarm optimisation
— Many optimisation problems are multi-objective and change dynamically. Many methods use a weighted average approach to the multiple objectives. This paper introduces the usage ...
Mardé Greeff, Andries Petrus Engelbrecht
IPPS
2008
IEEE
15 years 9 months ago
A dynamic scheduling approach for coordinated wide-area data transfers using GridFTP
Many scientific applications need to stage large volumes of files from one set of machines to another set of machines in a wide-area network. Efficient execution of such data t...
Gaurav Khanna 0002, Ümit V. Çataly&uum...