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GECCO
2005
Springer
127views Optimization» more  GECCO 2005»
15 years 2 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
AI
1999
Springer
14 years 9 months ago
Cooperative Behavior Acquisition for Mobile Robots in Dynamically Changing Real Worlds Via Vision-Based Reinforcement Learning a
In this paper, we first discuss the meaning of physical embodiment and the complexity of the environment in the context of multi-agent learning. We then propose a vision-based rei...
Minoru Asada, Eiji Uchibe, Koh Hosoda
CORR
2004
Springer
133views Education» more  CORR 2004»
14 years 9 months ago
Mathematical Analysis of Multi-Agent Systems
We propose a general mathematical methodology for studying the dynamics of multiagent systems in which complex collective behavior arises out of local interactions between many si...
Kristina Lerman, Aram Galstyan, Tad Hogg
TCS
2010
14 years 7 months ago
Analyzing the dynamics of stigmergetic interactions through pheromone games
The concept of stigmergy provides a simple framework for interaction and coordination in multi-agent systems. However, determining the global system behavior that will arise from ...
Peter Vrancx, Katja Verbeeck, Ann Nowé
NN
1998
Springer
117views Neural Networks» more  NN 1998»
14 years 9 months ago
Neural learning of embodied interaction dynamics
This paper presents our approach towards realizing a robot which can bootstrap itself towards higher complexity through embodied interaction dynamics with the environment includin...
Yasuo Kuniyoshi, Luc Berthouze