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» Perspectives on Organizations in Multi-agent Systems
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ATAL
2009
Springer
14 years 2 months ago
Integrating organizational control into multi-agent learning
Multi-Agent Reinforcement Learning (MARL) algorithms suffer from slow convergence and even divergence, especially in largescale systems. In this work, we develop an organization-b...
Chongjie Zhang, Sherief Abdallah, Victor R. Lesser
ECML
2004
Springer
14 years 28 days 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
AOSE
2005
Springer
14 years 1 months ago
Requirements Elicitation for Agent-Based Applications
Requirements elicitation for a software system is a key stage in a successful development. At the same time, it is one of the most challenging, because requirements have to conside...
Rubén Fuentes, Jorge J. Gómez-Sanz, ...
ISJ
2002
212views more  ISJ 2002»
13 years 7 months ago
Assessing and managing the benefits of enterprise systems: the business manager's perspective
This paper focuses on the benefits that organizations may achieve from their investment in enterprise systems (ES). It proposes an ES benefit framework for summarizing benefits in ...
Shari Shang, Peter B. Seddon
ATAL
2007
Springer
14 years 1 months ago
Towards a Framework for Agent Coordination and Reorganization, AgentCoRe
Abstract. Research in the area of Multi-Agent System (MAS) organization has shown that the ability for a MAS to adapt its organizational structure can be beneficial when coping wi...
Mattijs Ghijsen, Wouter N. H. Jansweijer, Bob J. W...