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A.M. Florea, Cognitive systems, COST Action IC0801 – WG1, 15 December, Ayia Napa, Cyprus
Romanian universities in the Action
AI-MAS Laboratory
University "Politehnica" of BucharestDepartment of Computer Science
Adina Magda Florea
COST Action IC0801 – WG1, 15 December 2009, Ayia Napa, Cyprus
A.M. Florea, Cognitive systems, COST Action IC0801 – WG1, 15 December, Ayia Napa, Cyprus
Artificial Intelligence and Multi-Agent Systems Laboratory
Focus 1: Models and architectures for
• multi-agents• single agents
Coordination mechanisms, automated negotiation, agent learning
Affective agents Apply agent technology in different areas:
e-commerce, e-learning, SCM, and AmI Self-organization of complex systems and how agents
can contribute to the development of such systems.
with artificial intelligent behaviour
A.M. Florea, Cognitive systems, COST Action IC0801 – WG1, 15 December, Ayia Napa, Cyprus
Artificial Intelligence and Multi-Agent Systems Laboratory
Focus 2: Connection
• web services• semantic representation• agents on the Web
Development of agents that offer semantic web services to support different aspects of business processing and enterprise interoperability
A.M. Florea, Cognitive systems, COST Action IC0801 – WG1, 15 December, Ayia Napa, Cyprus
AI-MAS Projects
AGATE: Self-organizing self-aware cognitive agent societies for modelling and simulation of complex systems. 2009-2011 – financed by CNCSIS
Self-organization of software agents Self-aware software agents Modify the behaviour and relationships in response to
the interactions with other agents and with a dynamic environment.
Complex software systems, including systems comprising different artefacts (such as mobile devices, active RFIDs) and actors (such as artificial agents and human users).
A.M. Florea, Cognitive systems, COST Action IC0801 – WG1, 15 December, Ayia Napa, Cyprus
AI-MAS Projects
SCIPA: Collaboration and Interoperability Semantic Software Services for Adaptive Business Processes. 2009-2011
Interoperability of software services at semantic level
Adaptability of the business processes Composition of new services in a dynamic
business environment. Business processes that include semantic
annotation of components.
A.M. Florea, Cognitive systems, COST Action IC0801 – WG1, 15 December, Ayia Napa, Cyprus
AI-MAS Projects
A-ROADS: A multi-agent system for next-generation urban traffic control environments. 2007-2008
A multi-agent system for governing interactions of autonomous vehicles in intersections by exploiting the increasing amounts of available sensor data.
A vehicle is represented by an autonomous entity associated to the sensor instrument - vehicle agent
Junctions are represented by intersection agents. Vehicle agents communicate with intersection agents in
their proximity
A.M. Florea, Cognitive systems, COST Action IC0801 – WG1, 15 December, Ayia Napa, Cyprus
AI-MAS Projects
MIRA - My IRrational Agent, 2005-2007 A model and an implementation of
emotional agents Extending the classical BDI model to cope
with emotions Agent’s mechanisms of belief change,
decision-making and planning based on emotional intelligence.
Application: e-learning
A.M. Florea, Cognitive systems, COST Action IC0801 – WG1, 15 December, Ayia Napa, Cyprus
AI-MAS Projects
ADEPT: A Multi-agent system based on autonomous agents with adjustable autonomy. 2005-2007
Intelligent agents, which adapt their behavior, autonomy, task distribution and resource allocation according to the problem to be solved and to the given environment.
Agents have adjustable autonomy depending on the task and context
It also comprises agents that are hosted by small devices, such as smart phones.
A.M. Florea, Cognitive systems, COST Action IC0801 – WG1, 15 December, Ayia Napa, Cyprus
AI-MAS Projects
I-Trace - Interactive Tracing and Graphical Annotation in Pen-based e-learning.
EU Minerva Grant, 2005-2008
A.M. Florea, Cognitive systems, COST Action IC0801 – WG1, 15 December, Ayia Napa, Cyprus
AI-MAS Cooperation and networking
COST Action IC0801: Agreement Technologies (2008-2012)
Agent Link III, II (Co-ordination Action for Agent Based Computing)
Erasmus Mundus Master in Data Mining and Knowledge Management (starts in 2010)• Master of Science in Artificial Intelligence
PhD in joint coordination: ENMSE, UPMC
A.M. Florea, Cognitive systems, COST Action IC0801 – WG1, 15 December, Ayia Napa, Cyprus
AI-MAS Events
MASTS 2009 – International Workshop on Multi-Agent Systems Technology and Semantics
ACSys – International Workshop on Agents for Complex Systems, in cooperation with University of Timisoara
South Eastern European Summer School on Multi-Agent Systems, July 2010 – sponsored by IFAAMAS (International Foundation for Autonomous Agents and Multiagent Systems)
A.M. Florea, Cognitive systems, COST Action IC0801 – WG1, 15 December, Ayia Napa, Cyprus
Towards AmI applications
AGATE SCIPA ADEPT A-ROADS
SOS + AmI
Self-organising systems• large number of individuals• based on interaction• emergent organisation of higher level
Ambient Intelligence (AmI)• large number of devices• limited capability of devices• information exchanged by interaction• centralized organisation is very difficult