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» Distributed Interactive Learning in Multi-Agent Systems
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AAMAS
2006
Springer
13 years 7 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...
SKG
2006
IEEE
14 years 1 months ago
Caribbean/Q: A Massively Multi-Agent Platform with Scenario Description Language
Making a truly useful massively multi-agent system is difficult since the actions of the full ensemble of agents cannot be controlled by designing just one agent. It is critical ...
Yuu Nakajima, Hironori Shiina, Shohei Yamane, Hiro...
MATES
2009
Springer
14 years 2 months ago
Towards a Taxonomy of Decision Making Problems in Multi-Agent Systems
Abstract. Taxonomies in the area of Multi-Agent Systems (MAS) classify problems according to the underlying principles and assumptions of the agents’ abilities, rationality and i...
Christian Guttmann
IAT
2003
IEEE
14 years 28 days ago
Discovery of Emergent Natural Laws by Hierarchical Multi-Agent Systems
This paper defines an approach to simulation of natural systems, inspired by complex systems theory. A complex natural system is modeled as a multi-agent simulation system, agents...
Henk Stolk, Kevin Gates, Jim Hanan
CW
2003
IEEE
14 years 28 days ago
MASCARET: Pedagogical Multi-Agents System for Virtual Environment for Training
This study concerns virtual environments for training in operational conditions. The principal developed idea is that these environments are heterogeneous and open multi-agent sys...
Cedric Buche, Ronan Querrec, Pierre De Loor, Pierr...