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» Multiagent diffusion and distributed optimization
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GECCO
2007
Springer
142views Optimization» more  GECCO 2007»
15 years 10 months ago
Simulations of egoistic and altruistic behaviors using the vidya multiagent system platform
This paper investigates the impacts of individual egoistic and altruistic behaviors in a virtual society built upon the Vidya game, used here as the social simulation and Multiage...
Marcelo Souza Pita, Fernando Buarque de Lima Neto
139
Voted
IJCAI
2003
15 years 5 months ago
An Integrated Multilevel Learning Approach to Multiagent Coalition Formation
In this paper we describe an integrated multilevel learning approach to multiagent coalition formation in a real-time environment. In our domain, agents negotiate to form teams to...
Leen-Kiat Soh, Xin Li
IROS
2007
IEEE
132views Robotics» more  IROS 2007»
15 years 10 months ago
Hysteretic q-learning : an algorithm for decentralized reinforcement learning in cooperative multi-agent teams
— Multi-agent systems (MAS) are a field of study of growing interest in a variety of domains such as robotics or distributed controls. The article focuses on decentralized reinf...
Laëtitia Matignon, Guillaume J. Laurent, Nadi...
SASO
2007
IEEE
15 years 10 months ago
On Scaling Multi-Agent Task Reallocation Using Market-Based Approach
Multi-agent systems (MAS) provide a promising technology for addressing problems such as search and rescue missions, mine sweeping, and surveillance. These problems are a form of ...
Rajesh K. Karmani, Timo Latvala, Gul Agha
GECCO
2007
Springer
143views Optimization» more  GECCO 2007»
15 years 10 months ago
Learning and exploiting knowledge in multi-agent task allocation problems
Imagine a group of cooperating agents attempting to allocate tasks amongst themselves without knowledge of their own capabilities. Over time, they develop a belief of their own sk...
Adam Campbell, Annie S. Wu