Multiagent System Technologies

Name: Multiagent System Technologies | 8th German Conference, MATES 2011, Leipzig, Germany, October 6-7, 2011 Proceedings
Brand: Springer
Price: 53.49 EUR
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8th German Conference, MATES 2011, Leipzig, Germany, October 6-7, 2011 Proceedings

Franziska Klügl Sascha Ossowski(Herausgeber*in)

Springer (Verlag)

Erschienen am 7. Oktober 2011

X, 197 Seiten

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978-3-642-24603-6 (ISBN)

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Inhalt

Title
Preface
Organization
Table of Contents
From Organisation Oriented Programming to Multi-agent Oriented Programming
Organic Computing - A Generic Approach to Controlled Self-organization in Adaptive Systems
JadexCloud - An Infrastructure for Enterprise Cloud Applications
Introduction
Running Example
JadexCloud Architecture
Daemon Layer
Platform Layer
Application Layer
Real World Scenario
Related Work
Summary and Outlook
References
Hybrid Multi-agent Planning
Introduction
Formal Framework
Hybrid Multi-agent Planning
Pre-processing Agent
Planning Agents
Merging Methodology
Experimental Results
Conclusion
References
Social Welfare for Automatic Innovation
Introduction and Motivation
Related Work
Psychological Preliminaries
Approximations to Adaptive MAS
Agent Modeling
Psychological Model
A KAI Based Emotional Social Agent Model
Social-Welfare RL (SoWelL)
Convergence of Learning
Tests and Validation
Study Case
Simulation
Results
Conclusions and Future Work
References
An Agent-Based Simulation of Payment Behavior in E-Commerce
Introduction
Simulation Model
Overview of the Shopping Simulation
Simulation of the Payment Behavior
Agent-Based Implementation of the Shopping Simulation
Validation of the Payment Simulation
Calibration
Simulation Run and Validation
Evaluation of the Simulation Results
Related Work
Conclusion and Future Work
Summary
Future Work
References
On the Power of Global Reward Signals in Reinforcement Learning
Introduction
Related Work
Concepts
State of the Art
Engineered Reward-Based Model
A Polynomial Time Coding Approach.
Complexity Results and Expressiveness
Partial Observability
Example
Discussion and Conclusion
References
Motivating Agents in Unreliable Environments: A Computational Model
Introduction
Agents and Motives
An Abstract Model for Motivated Agents
Adjusting Motivation
Taking Reliability into Account
Related Work
Summary and Conclusion
References
Learning Dynamic Adaptation Strategies in Agent-Based Traffic Simulation Experiments
Introduction
Related Work
Traffic Simulation
Learning Dynamic Adaptation Strategies
Representation
Learning Strategies
Utilization of Learned Strategies
Evaluation
Static Scenario: Imposing a Speed Limit
Dynamic Scenario: Forcing Lane Changes
Conclusion
References
Value of Incomplete Information in Mobile Target Allocation
Introduction
Related Work
Problem Formulation and Definitions
Dynamic Online Auction with Mobility
Bidding
Assignment
Agent Movement
Simulation Setup and Results
Conclusions
References
Dynamic Coalition Adaptation for Efficient Agent-Based Virtual Power Plants
Introduction
Related Work
Problem Representation
Coalition Self-adaptation Mechanism
Experimental Results
Conclusions
References
Monotonic Mixing of Decision Strategies for Agent-Based Bargaining
Introduction
Mixing Negotiation Tactics
Negotiation Tactics and Strategies
Definition of Monotonic Tactics
Monotonicity of Mixed Strategies
Monotonic Mixing Mechanisms
Mixing Based on Negotiation Threads
Mixing Based on Single Concessions
Evaluation
Related Work
Conclusions
References
Agent Factory: A Framework for Prototyping Logic-Based AOP Languages
Introduction
Multi-language Support in Agent Factory
Infrastructure Support
Skeleton Interpreter
Parser Support
Tool Support
Prototyping an AOP Language
Language Design
Skeleton Interpreter
Debugger Implementation
Parser Implementation
Eclipse Integration
Evaluation
Conclusions
References
Agent-Based Container Terminal Optimisation
Introduction
Container Terminal Operation
Related Work
An Agent-Based Simulator
Model Description
Simulator Operation
Optimisation of Allocation of Moves to Straddle Carriers
Optimisation of Container Yard Allocation
Discussion and Conclusion
References
HAI - A Human Agent Interface for JIAC
Introduction
Approach
The Java Intelligent Agents Componentware (JIAC)
HAI in a Nutshell
Integrating Agents into MVC
From Theory to Practice
Related Work
Discussion
Conclusion
Future Work
References
Agentification of Objects in Heterogeneous Dynamic Environments
Introduction and Motivation
Preliminaries and Related Work
From Objects to Agents
State-Filtering in Publish / Subscribe Systems
Goal-Based Interaction with Objects
Agentification of Objects
Summary and Future Work
References
Gateway Architecture for Web-Based Agent Services
Introduction
Integrating Web Services into Multi-agent System
WebGateway Architecture
Service Registration
Message Translation
Related Work
Conclusion and Future Works
References
Self-organization of Roles Based on Multilateral Negotiation for Task Allocation
Introduction
Description of the Proposed Model
Task Definition
Evolutionary Approach to Determine Negotiation Outcomes
Agent Adaptation: Learning and Forgetting
Duration and Productivity
Case Studies
Conclusions
References
Representing Emotion and Mood States for Virtual Agents
Introduction
Background
OCC Model
Pleasure-Arousal-Dominance Emotional and Temperament Models
PAD Space for Emotions and Temperament
Computational Models
Mood Vector Space
Mood Space
Mood Vector Space
Extended Mood Space
Topological Mood Space
Attenuated Mood Space
Emotional Agent System in a Mood Vector Space
Conclusion and Discussion
References
An Artificial Market for Efficient Allocation of Road Transport Networks
Introduction
Road Transport Artificial Market
Beyond Economic Analysis
State Space
Action Space
Setting the Production Price
Experimental Evaluation: Two Congestible Links in Parallel
Results
Conclusions
References
Author Index

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