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» Visualization of Dynamic Behaviour of Multi-Agent Systems
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GECCO
2005
Springer
127views Optimization» more  GECCO 2005»
13 years 10 months ago
Sufficiency verification of HIV-1 pathogenesis based on multi-agent simulation
Researchers of HIV-1 are today, still unable to determine exactly the biological mechanisms that cause AIDS. Various mechanisms have been hypothesized and their existences have be...
Zaiyi Guo, Hann Kwang Han, Joc Cing Tay
ECML
2004
Springer
13 years 10 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
ATAL
2008
Springer
13 years 6 months ago
Switching dynamics of multi-agent learning
This paper presents the dynamics of multi-agent reinforcement learning in multiple state problems. We extend previous work that formally modelled the relation between reinforcemen...
Peter Vrancx, Karl Tuyls, Ronald L. Westra
ATAL
2010
Springer
13 years 6 months ago
Bootstrapping trust evaluations through stereotypes
In open, dynamic multi-agent systems, agents may form short-term ad-hoc groups, such as coalitions, in order to meet their goals. Trust and reputation are crucial concepts in thes...
Chris Burnett, Timothy J. Norman, Katia P. Sycara
HPCS
2007
IEEE
13 years 11 months ago
Utilizing Averaged Configuations from Molecular Dynamics Simulation Trajectories
One of the challenges in the large-scale simulations required for many molecular systems (such as those of biological interested) is the recording, monitoring and visualization of...
Peter G. Kusalik, K. Gillis, J. Vatamanu