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» Toward Predicting Distributed Systems Dynamics
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ECML
2004
Springer
14 years 3 months ago
Analyzing Multi-agent Reinforcement Learning Using Evolutionary Dynamics
In this paper, we show how the dynamics of Q-learning can be visualized and analyzed from a perspective of Evolutionary Dynamics (ED). More specifically, we show how ED can be use...
Pieter Jan't Hoen, Karl Tuyls
IPPS
2000
IEEE
14 years 2 months ago
Accommodating QoS Prediction in an Adaptive Resource Management Framework
Resource management for dynamic, distributed real-time systems requires handling of unknown arrival rates for data and events; additional desiderata include: accommodation of heter...
Eui-nam Huh, Lonnie R. Welch, Behrooz Shirazi, Bre...
DBISP2P
2003
Springer
152views Database» more  DBISP2P 2003»
14 years 2 months ago
An Adaptive and Scalable Middleware for Distributed Indexing of Data Streams
Abstract. We are witnessing a dramatic increase in the use of datacentric distributed systems such as global grid infrastructures, sensor networks, network monitoring, and various ...
Ahmet Bulut, Roman Vitenberg, Fatih Emekçi,...
ATAL
2003
Springer
14 years 2 months ago
Performance models for large scale multiagent systems: using distributed POMDP building blocks
Given a large group of cooperative agents, selecting the right coordination or conflict resolution strategy can have a significant impact on their performance (e.g., speed of co...
Hyuckchul Jung, Milind Tambe
ROBOCOMM
2007
IEEE
14 years 3 months ago
Distributed control diffusion: towards a flexible programming paradigm for modular robots
—A self-reconfigurable robot is a robotic device that can change its own shape. Self-reconfigurable robots are commonly built from multiple identical modules that can manipulat...
Ulrik Pagh Schultz