1. GTI-IA-MIP - GRPS Universidad Politcnica de Valencia (UPV) www.agreement-technologies.org

2. Where are we from?.

Universidad Politcnica de Valencia

Departamento de Sistemas Informticos y Computacin (UPV)

Lenguajes y Sistemas Informticos

http://www.dsic.upv.es/users/ia/ia.html

3. Who are we?. People GTI-IA-MIP -GRPS 4. Who are we?People Tool Suite MASInfrastructure Agreement Planning DataMining 5. Research Lines

Open Multi-Agent Systems

Service Oriented MAS

Virtual Organizations

Multi-Agent System Infrastructure

MAS Development Tools

Methodology and Software Engineering for MAS

Planning

Recommender Systems

Data mining

Multi-Agent Systems in Virtual Reality Environments

Real-Time Artificial Intelligence

Operating Systems

6. Research Lines: Data Mining. People M Jos Ramrez Jos Hernndez Orallo Csar Ferri 7. Research Lines: Data Mining. Background

Inductive Programming and Data-Mining

• Inductive (Functional-)Logic Programming

• Inductive Debugging

Data Mining and Machine Learning

• Multiclassifier systems

• ROC analysis, cost-sensitive learning and model evaluation for decision support

• Relation between Generalisation operators and distances

• Learning from structured data

8. Research Lines: Planning. People Eva Onainda Laura Sebastia Antonio Garrido Oscar Sapena Eliseo Marzal Inma Garca 9. Research Lines: Planning. Background

Planning

• Classical planning: domain-independent planning algorithms, decomposition techniques, landmarks-based heuristics for planning

• Planning and Scheduling (P&S): temporal reasoning and resource management, P&S integration, CSP

• On-line planning: planning and execution, execution monitoring, reactive planning, repairing, replanning

• Distributed planning: collaborative planning models

Recommender Systems

• Recommendation techniques: demographic filtering, collaborative filtering, content-based filtering, hybrid recommender systems

• Planning and recommendation: application to e-tourism and leisure time activities

10. Research Lines: MAS. People Ana Garca Agustn Espinosa Andrs Terrasa Emilio Vivancos Lus Hernndez Jos Soler Vicente Julin Estefana Argente Adriana Giret Miguel Rebollo Carlos Carrascosa 11. Research Lines: MAS. Background

Multi-agent Systems:

• Methodology and Software Engineering for MAS (RT-Message, Anemona, Gormas).

• MAS Platforms (Magentix:support flexible interaction protocols and conversations ,general scalable security model ,tracing service )

• Open MAS / Service Oriented MAS (Thomas abstract architecture, organization model, ..).

• Multi-Agent Systems in Virtual Reality Environments (JGomas)

Real-Time Artificial Intelligence (ARTIS, SIMBA, ..)

Real-Time Systems. Real-Time Operating Systems (MarteOS, RT-Linux). Posix Tracing. Tools

Recommender Systems (softcomputing techniques, e-tourism and leisure time)

12. Current Projects

TIN2006-14630-C03-01

• THOMAS: Metodos, tecnicas y herramientas para sistemas multiagente

• Duracin: 2007-2009

TIN2007-68093-C02-02

• TechnoLogics-UPV:

• Duracin: 2007-2010

TIN2005-03395

• Magentix: Una plataforma de sistemas multiagente integrada en Linux

• Duracin: 2006-2008

TIN2005-08945-C06-06

• ADAPTAPLAN: Adaptacin basada en aprendizaje, modelado y planificacin para tareas complejas orientadas al usuario

• Duracin: 2006-2008

13. Numbers (last 5 years) 14 (2.8) Other Journals 14 (2.8) PhD Tesis 26 (5.2) Conferences B 58 (11.6) Conferences A 35 (7) LNCS/LNAI 27 (5.4) SCI Journals 22 (4.4) Other projects 14 (2.8) MEC projects 9 (1.8) European projects 14. Agreement Technologies Project Effort Person/Month 12 WP10: Management 12 WP9: Dissemination and exploitation 36 WP8: Real Case Studies 150 WP7: Infraestructure 162 WP6: Tool suite 24 WP5: Trust 193 WP4: Argumentation and negotiation 110 WP3: Organisations 27 WP2: Norms 9 WP1: Semantics 15. GTI-IA-MIP - GRPS Universidad Politcnica de Valencia (UPV) www.agreement-technologies.org 16. Agreement Technologies Project Effort

WP1: Semantics

• Task 1.3: Scalable Methods for Semantic Service Coordination (9 pm)

WP2: Norms

• Task 2.1 Computable Language for Normative Systems(9 pm)

• Task 2.2 Individual Reasoning About a Normative System (9 pm)

• Task 2.3 Declarative Specification of Electronic Institutions(9 pm)

WP3: Organisations

• Task 3.1. Autonomic Electronic Institutions.(9 pm)

• Task 3.2: Agreement Planning(40 pm)

• Task 3.3. Deliberative Agreement: social choice and collective judgment models for open MAS(9 pm)

• Task 3.4 3D Electronic Institutions (3DEI)(16 pm)

• Task 3.5: Mechanisms for Efficient Organisational Teamwork (36 pm)

17. Agreement Technologies Project Effort

WP4: Argumentation and negotiation

• Task 4.1. Agreement Logics(9)

• Task 4.2. Real-Time agreements(30)

• Task 4.3. CBR-based Mediating Agent(24)

• Task 4.4 Planning and scheduling capabilities for an agent(60)

• Task 4.5 Agreement management with Data Mining(70)

WP5: Trust

• Task 5.1. Dynamic semantic alignment of trust and reputation models.(12)

• Task 5.2 Integrated trust model(12)

WP6: Tool suite

• Task 6.1: Design of a MAS methodology based on organizational concepts(72)

• Task 6.2: MAS Development Environment(90)

18. Agreement Technologies Project Effort

WP7: Infraestructure

• Task 7.1: Software architectures and computation model(12)

• Task 7.2. Multiagent System Platform(102)

• Task 7.3:Multiagent System-Based Operating Systems(36)

WP8: Real Case Studies

• Task 8.2: mWater Demonstrator(36)