Object models: strategies, patterns, applications
Object models: strategies, patterns, applications
Pattern-oriented software architecture: a system of patterns
Pattern-oriented software architecture: a system of patterns
Analysis patterns: reusable objects models
Analysis patterns: reusable objects models
Patterns of intelligent and mobile agents
AGENTS '98 Proceedings of the second international conference on Autonomous agents
Multiagent systems: a modern approach to distributed artificial intelligence
Multiagent systems: a modern approach to distributed artificial intelligence
Program design by informal English descriptions
Communications of the ACM
Information Systems Research
Tropos: An Agent-Oriented Software Development Methodology
Autonomous Agents and Multi-Agent Systems
The dawning of the autonomic computing era
IBM Systems Journal
Challenges and Research Directions in Agent-Oriented Software Engineering
Autonomous Agents and Multi-Agent Systems
Multi-Agent Architectures as Organizational Structures
Autonomous Agents and Multi-Agent Systems
A comprehensive view of agent-oriented patterns
Autonomous Agents and Multi-Agent Systems
Description templates for agent-oriented patterns
Journal of Systems and Software
Software requirement patterns
Multi-agent Learning Dynamics: A Survey
CIA '07 Proceedings of the 11th international workshop on Cooperative Information Agents XI
Requirements analysis of an agent’s reasoning capability
AOIS'05 Proceedings of the 7th international conference on Agent-Oriented Information Systems III
Operational modelling of agent autonomy: theoretical aspects and a formal language
AOSE'05 Proceedings of the 6th international conference on Agent-Oriented Software Engineering
Requirements elicitation for agent-based applications
AOSE'05 Proceedings of the 6th international conference on Agent-Oriented Software Engineering
Analysis patterns for learning agents
Proceedings of the 15th European Conference on Pattern Languages of Programs
| Hi-index | 0.00 |
Learning is a capability that can be incorporated into software agents to handle the complexity of dynamic and unexpected situations, exploiting available artificial intelligence (AI) techniques. Despite design techniques for learning agents have been discussed in agent oriented software engineering literature, how to identify and analyze the requirements for learning agents is still poorly addressed. In this paper, we introduce a pattern for requirement analysis of learning agents. This analysis pattern contains a group of related, generic meta-classes of learning and their relations in a domain neutral manner which can be described as elements of conceptual modeling of learning requirement of agents. The applicability of the pattern has been investigated through the development of a book trading case study.