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ATAL
2005
Springer
16 years 8 days ago
Agent-based trust model involving multiple qualities
A key limitation of current Web services standards is the inability to differentiate service instances at runtime using (nonfunctional) qualities of services (QoS). Such differe...
E. Michael Maximilien, Munindar P. Singh
CEEMAS
2005
Springer
16 years 8 days ago
An Operational Model for Mutual Awareness
Typical interaction models as addressed messages present several pitfalls. To overcome these limits, new interactional models close to the concept of mutual awareness have been pro...
Flavien Balbo, Julien Saunier, Suzanne Pinson, Mah...
CEC
2010
IEEE
15 years 7 months ago
Exploring the Kuramoto model of coupled oscillators in minimally cognitive evolutionary robotics tasks
— This work is the first attempt to investigate the neural dynamics of a simulated robotic agent engaged in minimally cognitive tasks by employing evolved instances of the Kuram...
Renan C. Moioli, Patrícia Amâncio Var...
AAMAS
2006
Springer
15 years 6 months ago
An Evolutionary Dynamical Analysis of Multi-Agent Learning in Iterated Games
In this paper, we investigate Reinforcement learning (RL) in multi-agent systems (MAS) from an evolutionary dynamical perspective. Typical for a MAS is that the environment is not ...
Karl Tuyls, Pieter Jan't Hoen, Bram Vanschoenwinke...
AAAI
2008
15 years 9 months ago
Multi-HDP: A Non Parametric Bayesian Model for Tensor Factorization
Matrix factorization algorithms are frequently used in the machine learning community to find low dimensional representations of data. We introduce a novel generative Bayesian pro...
Ian Porteous, Evgeniy Bart, Max Welling