Autonomous agent and multi-agent systems
Explorations in learning, self-organization and adaptive computation
280 pages, parution le 06/12/2001
Résumé
An autonomous agent is a computational system that acquires
sensory data from its environment and decides by itself how
to relate the external stimulus to its behaviors in order
to attain certain goals. Responding to different stimuli
received from its task environment, the agent may select
and exhibit different behavioral patterns. The behavioral
patterns may be carefully predefined or dynamically
acquired by the agent based on some learning and adaptation
mechanism(s). In order to achieve structural flexibility,
reliability through redundancy, adaptability, and
reconfigurability in real-world tasks, some researchers
have started to address the issue of multiagent
cooperation. Broadly speaking, the power of autonomous
agents lies in their ability to deal with unpredictable,
dynamically changing environments. Agent-based systems are
becoming one of the most important computer technologies,
holding out many promises for solving real-world problems.
The aims of this book are to provide a guided tour to the pioneering work and the major technical issues in agent research, and to give an in-depth discussion on the computational mechanisms for behavioral engineering in autonomous agents. Through a systematic examination, the book attempts to provide the general design principles for building autonomous agents and the analytical tools for modeling the emerged behavioral properties of a multiagent system.
Contents
- Behavioral Modeling, Planning, and Learning
- Synthetic Autonomy
- Dynamics of Distributed Computation
- Self-Organized Autonomy in Multi-Agent Systems
- Autonomy-Oriented Computation
- Dynamics and Complexity of Autonomy-Oriented Computation
L'auteur - Jiming Liu
Baptist University, Hong Kong, China
Caractéristiques techniques
| PAPIER | |
| Éditeur(s) | World Scientific |
| Auteur(s) | Jiming Liu |
| Parution | 06/12/2001 |
| Nb. de pages | 280 |
| Format | 16 x 22,4 |
| Couverture | Relié |
| Poids | 546g |
| Intérieur | Noir et Blanc |
| EAN13 | 9789810242824 |
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