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ATAL
2008
Springer
13 years 9 months ago
Efficient multi-agent reinforcement learning through automated supervision
Multi-Agent Reinforcement Learning (MARL) algorithms suffer from slow convergence and even divergence, especially in large-scale systems. In this work, we develop a supervision fr...
Chongjie Zhang, Sherief Abdallah, Victor R. Lesser
WER
2004
Springer
14 years 1 months ago
Enhancing Requirements to derive Multi-Agent Architectures
Software systems of today are characterized by the increasing size, complexity, distribution and heterogeneity. Understanding and supporting the interaction between software requir...
Lúcia R. D. Bastos, Jaelson Brelaz de Castr...
WRAC
2005
Springer
14 years 1 months ago
Characterizing Environmental Information for Monitoring Agents
A multiagent architecture for vehicle and structural health monitoring is proposed. A prototype using this architecture was developed using JADE. Critical aspects of the design wer...
Albert C. Esterline, Bhanu Gandluri, Mannur Sundar...
MMS
2006
13 years 7 months ago
A Generic Agent-based Peer-to-Peer Infrastructure for Social-mobile Applications
: This paper presents a generic agent-based framework for social-mobile applications, which has been developed as part of an ongoing linkage project. The MobiSoft project is driven...
Steffen Kern, Torsten Dettborn, Ronny Eckhaus, Yan...
CADE
2008
Springer
14 years 8 months ago
Specification Predicates with Explicit Dependency Information
Specifications of programs use auxiliary symbols to encapsulate concepts for a variety of reasons: readability, reusability, structuring and, in particular, for writing recursive d...
Richard Bubel, Reiner Hähnle, Peter H. Schmit...