Topic 1 lecture 2
- 1. Topic 1: Introduction Lecture1: Agent-Oriented Software Engineering: Revisiting the State of the Art by Onn Shehory and Arnon Sturn
- 2. Agent-Oriented Software Engineering: Revisiting the State of the Art Introduction Agent-oriented software engineering (AOSE) entails the application of software engineering and artificial intelligence principles to the analysis, design, and implementation of software system. Among the founders of the AOSE field are Nick Jennings and Mike Wooldridge who, via a series of seminal papers, introduced concepts and foundations for the domain. The intention at that time was a recruit Artificial Intelligence (AI) for the purpose of Software Engineering (SE), and in particular for building distributed complex systems.
- 3. Agent-Oriented Software Engineering: Revisiting the State of the Art Introduction Agent-based systems focus on dynamically interacting components. Each of these components has its own thread of control, and is engaged in complex coordination protocols. The emphasis is on the interaction of the components more than on the internals of the components themselves. Agent-oriented software engineering is interpreted in two different ways. The first aim to support the development of agent-based system, The second is more revolutionary and aims to support the development of complex systems where the notion of agent is being used. While it appears that the AOSE community made considerable progress towards the first, the second has not advanced much.
- 4. Agent-Oriented Software Engineering: Revisiting the State of the Art Introduction During the last two decades, the AOSE field has evolved to address many subjects. At present, the field includes the following high-level themes: methodologies, modelling techniques, framework implementations, agent-programming languages, and agent communication. The field’s thematic map is depicted in Fig. 2.1.
- 5. Fig. 2.1 Agent-oriented software engineering thematic map
- 6. Agent-Oriented Software Engineering: Revisiting the State of the Art Introduction This book provides a comprehensive view of the AOSE field and of the themes it comprises. This chapter merely aims to provide an overview of the research areas within the AOSE domain, focusing on progress and on challenges to be met.
- 7. Agent-Oriented Software Engineering: Revisiting the State of the Art AOSE Themes In this section, we elaborate on the aforementioned AOSE themes. This should facilitate the introduction of research questions and challenges the AOSE domain aims to address. We do not aim at providing a comprehensive list of topics, rather to reflect the type of research and development involved in the domain. The AOSE paradigm is relatively new. As such, its establishment requires further considerations as we discuss below. 1. A crisp definition of the agent notion and its most important properties is not yet fully agreed upon. 2. There is much agreement on agent properties such as autonomy, dependability, and robustness: however, several other properties are not at consensus. Thus, the determination of the core set of agenthood properties is clearly a challenge.
- 8. Agent-Oriented Software Engineering: Revisiting the State of the Art AOSE Themes 3. To promote AOSE adoption, there is a need to clarify how agent- based solutions facilitate complexity management in software engineering. 4. Through its evolution, many alternative AOSE technologies were developed. To facilitate industrial adoption of AOSE, standardization is required. Indeed, standardization efforts of multi-agent systems are ongoing within working groups in FIPA, IEEE, and OMG. Nevertheless, these are progressing in low pace. 5. There is a need to explore ways to integrate multi-agent and mainstream technologies to further increase agent technology usability and adoption.
- 9. Agent-Oriented Software Engineering: Revisiting the State of the Art AOSE Themes: Applications There is an ongoing search for the types of applications for which agents are adequate, valuable development approach. Below we list fields for which the agent-oriented paradigm was studied or examined, or is considered promising. We split the list into agent-oriented sub-list, which refers to the way in which agent technology is weaved in with other technologies and domain-oriented sub-list, which refers to application domains in which agents were found useful. The agent-oriented fields consist of the following: Agent-based grid computing Agents and services –alignment of agents with service-oriented software development Agents for self-adaptive systems Integration of agent-oriented software into existing business processes and implications on business process reengineering Integrations of agents with legacy systems Multi-agent-based simulation
- 10. Agent-Oriented Software Engineering: Revisiting the State of the Art AOSE Themes: Applications The domain-oriented fields consist of the following: Self-organizing systems Social engineering Electronic commerce Tourism services Games
- 11. Agent-Oriented Software Engineering: Revisiting the State of the Art AOSE Themes: Agent-Oriented Architectures Multi-agent systems (MAS) can be considered as a new architecture style. Such architectures may offer diverse ways for developing MAS applications and frame-works. They may also suggest new ways for developing other types of large, complex software systems. The subfield of agent-oriented architecture studies, and likely needs to further explore, the following topics: New and adjusted software architectures for multi-agent systems The desired properties for such architectures, and the trade-offs among the architectures Reuse of agent-based systems design knowledge, patterns, and reference architectures
- 12. Agent-Oriented Software Engineering: Revisiting the State of the Art AOSE Themes: Agent Communication An important aspect of agents is their ability to communicate. Communication can be exercised in many different ways. In the art, agent communication has been addressed from various viewpoints such as performance, scalability, reliability, security, and privacy. Various levels of abstraction also affect the focus of communication studies. As a result, multiple topics related to agent communication are found in research and practice, including the following: Agent Communication Languages (ACLs) including semantics and pragmatics Argumentation Commitments in communication Communication infrastructure
- 13. Agent-Oriented Software Engineering: Revisiting the State of the Art AOSE Themes: Agent Communication Conversation Conversational agents Coordination and cooperation Dialogue games Human-agent communication Integration of interaction protocols within agents Interoperability Multiparty conversations Natural language processing application to communication Negotiation Ontologies and communication Reuse in communication
- 14. Agent-Oriented Software Engineering: Revisiting the State of the Art AOSE Themes: Agent-Oriented Methodologies Agent-oriented methodologies are a main research theme within the field of AOSE. It focuses on the development processes of multi-agent systems as well as the techniques to be applied in that context. It mainly covers the analysis and design stages within the development life cycle. Clearly, there is a need to further study other stages, including requirements, implementation, and testing. Topics related to agent-oriented methodologies are: Agent-oriented modelling techniques of various types (such as goal- oriented, BDI, etc.) Agents and model-driven approaches CASE tools to support agent-oriented software development in practice Evaluation and comparison of modelling techniques and methodologies
- 15. Agent-Oriented Software Engineering: Revisiting the State of the Art AOSE Themes: Agent Programming Languages Agent programming languages were an important step towards the adoption of the agent abstraction for software development. One of the main ideas of agent programming languages is to introduce the notion of mentality (of agents) into the programming environment. Following this idea, research in the area addresses various topics including: Type of programming languages Applications of multi-agent programming languages Evaluation of agent programming approaches including experiments and industrial experiences
- 16. Agent-Oriented Software Engineering: Revisiting the State of the Art AOSE Themes: Agent-Oriented Frameworks Over the years, as agent technology evolved, there was a need to develop software tools and frameworks to accommodate the execution and development of such systems. Some software tools include frameworks to develop individual agents whereas others aim at MAS development. Many of these tools are open source in the sense that they are freely available to use and allow extensions. The majority of these frameworks was developed by the academia, and only a few were devised by the industry. This opens a new venue for applied research. Research questions addressed in this domain include the following: What should be the services included in agent-oriented frameworks? What are the required building blocks? How can such frameworks benefit from other evolving technologies?
- 17. AOSE Survey Analysis AOSE domain and the evolution of the field over time. Major topics include: Agent-Oriented Software Engineering: The State of the Art (2001) A Manifesto for Agent Technology: Towards Next Generation Computing (2004) Challenges and Research Directions in Agent-Oriented Software Engineering (2004) Moving Multi-agent systems from Research to Practice (2009) Future Directions for Agent-Based Software Engineering (2009) Challenges and Directions for Engineering Multi-agent systems (2012) Engineering Multi-agent systems (2012)