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Toggle navigation * * Research * Projects * Software * Socio-Eco * People * Courses * Seminars * Reach us Distributed Artificial Intelligence Intelligent agents and multi-agent systems Maybe the only significant difference between a really smart simulation and a human being was the noise they made when you punched them Terry Pratchett, The Long Earth Start OUR RESEARCH The Distributed Artificial Intelligence (DAI) Group is carrying out theoretical and applied research in the domain of intelligent agents and multi-agent systems. Theoretical work concerns problems of knowledge representation and reasoning related to different aspects of agents considered both as individual intelligent physical (robots), or software entities (e.g. argumentation and preference reasoning, automated decision making, planning), but also as communities of agents (e.g. automated negotiation, multi-agent planning, agent communication languages and dialogues, multi-agent learning, distributed decision making). The DAI group also carries out research in the domain of agent oriented software engineering. The applied research work concerns several domains as for example ambient intelligence, artificial markets, medical diagnosis, smart cities, legal systems, etc. Keywords: computational argumentation, automated negotiation, agent communication languages and dialogues, multi-agent planning, automated decision making, multi-agent learning, distributed decision making, agent architectures, agent oriented software engineering, game theory, boolean games, merging of knowledge bases, computer games, planning, cooperative path-finding, monte-carlo (tree) search, heuristic search, combinatorial search, reinforcement learning, multi-agent learning The DAI group is part of LIPADE, a computer science department of Université Paris Cité (ex Paris Descartes university). We are always looking for motivated students, who are enthusiastic about artificial intelligence, to work with us! PROJECTS ANR AGAPE An Auction LanGuage for GenerAl Auction PlayErs ANR AGGREY An argumentation-based platform for e-democracy PREVIOUS PROJECTS ANR AMANDE Advanced Multilateral Argumentation for DEliberation -- 2013-2017 HERA Home sERvices for specialised elderly Assisted living -- 2009-2012 European Project ASK-IT 2004-2007 European Project IM@GINE-IT 2004--2006 HERA HOME SERVICES FOR SPECIALISED ELDERLY ASSISTED LIVING HERA project aims at providing a platform with cost-effective specialized assisted living services for the elderly people suffering from mild Alzheimer or cardiovascular diseases with identified risk factors, which will significantly improve the quality of their home life, extend its duration and at the same time reinforce social networking. http://w3.mi.parisdescartes.fr/hera/ Flyer HERA Partners: * Alcatel-Lucent Deutschland AG (Germany) * Diagnostic and Therapeutic Center of Athens "HYGEIA" (Greece) * Paris Descartes University (France) * Red Cross (Austria) * Solinet GmbH (Germany) * SingularLogic S.A. (Greece) * Telekom Austria TA AG (Austria) Close Project ASK-IT AMBIENT INTELLIGENCE SYSTEM OF AGENTS FOR KNOWLEDGE-BASED AND INTEGRATED SERVICES FOR MOBILITY IMPAIRED USERS http://www.ask-it.org/ The total number of partners was 45 and among them: * SingularLogic S.A. (Greece) * Siemens S.A. (Spain) * Nokia Mobile Phones (USA) * Sun Microsystems Ltd (UK) * ALCATEL SEL AG (Germany) * Lucent Technologies Network Systems GmbH (Germany) * Motorola Ltd (UK) * Groupe des Ecoles des Telecommunications - Institut National des Telecommunications (France) * Royal National Institute of the Blind (UK) * Europaeisches Microsoft Innovations Centre GmbH (Germany) * Vodafone Espana S.A (Spain) * Centre for Research and Technology Hellas (CERTH) / Hellenic Institute of Transport (GR) Close Project IM@GINE-IT INTELLIGENT MOBILITY AGENTS, ADVANCED POSITIONING AND MAPPING TECHNOLOGIES, INTEGRATED INTEROPERABLE MULTIMODAL LOCATION BASED SERVICES Partners: * PTV Planning Transport Verkehr AG (D) * PORSCHE Engineering Services GmbH (D) * HaCon Ingenieurgesellschaft mbH (D) * Daimler-Chrysler AG (D) * Athens International Airport S.A. (GR) * Institute of Communications and Computer Systems (GR) * TransEuropean Consulting Unit of Thessaloniki S.A. (GR) * 3C Systems Oy (FIN) * Ministry of Transport and Communications of Finland (FIN) * MMI Tietoverkot OY (FIN) * TOPOLISZ Terinformatikai Studio Kft. (HU) * 5T S.c.r.l. (I) * MIZAR MEDIASERVICE S.R.L. (I) * CRF Societa Consortile per Azioni (I) * Motorola Electronics S.p.A. (I) Close Project SOFTWARE AFMERGER Merging AFs COQUIAAS A Constraint-based Quick Abstract Argumentation Solver GORGIAS-B An Argumentation Tool SAT4IAF SAT-based solver for Incomplete Argumentation Frameworks ASEME AGENT SYSTEMS ENGINEERING METHODOLOGY We propose a variety of tools for supporting model-driven easy agent-based systems development; the methodology contains a dashboard guiding the user through the development process; graphical editors have been developed for all the ASEME models. More informations can be found here. You can download the current version from here. Close Software COQUIAAS A CONSTRAINT-BASED QUICK ABSTRACT ARGUMENTATION SOLVER CoQuiAAS is an open-source software developed to answer a current need in the Artificial Intelligence community : the ability to solve efficiently inference tasks about argumentation frameworks. Our software provides the sufficient reasoning tools to work with the usual acceptability semantics (Complete, Preferred, Stable and Grounded) and the usual inference tasks (compute one extension, enumerate all the extensions, credulous acceptance and skeptical acceptance). CoQuiAAS respects the requirements of the First International Competition on Computational Models of Argumentation and can use the different input formats of the competition. Close Software DAI AND SOCIO-ECONOMIC WORLD ARGUMENT THEORY An AI startup called Argument Theory is created since May 2019. Argument Theory offers the rAIson platform, an Artificial Intelligence (AI) SaaS platform specializing in the modelling and automation of complex and difficult decision-making, in a changing environment and in the presence of incomplete information. The rAIson technology is based on our scientific work on computational argumentation. www.argument-theory.com DAI MEMBERS Pavlos Moraitis Faculty member Elise Bonzon Faculty member Bruno Bouzy Faculty member Jérôme Delobelle Faculty member Jean-Guy Mailly Faculty member Marc Métivier Faculty member Julien Rossit Faculty member Thalya Fossey PhD Student Show Alumni Douae Ahmadoun PhD Student 2018-2022 Yohann Bacquey PhD Student 2019-2022 Nabila Hadidi PhD Student 2008-2012 Dionysios Kontarinis PhD Student 2010-2014 Damien Pellier Faculty member 2006-2013 Nikolaos Spanoudakis PhD Student 2006-2009 COURSES SOME OF THE TOPICS YOU CAN STUDY WITH US Undergraduate Course (L3) ARTIFICIAL INTELLIGENCE Elise Bonzon Graduate Course (M1) COMPUTATIONAL COMPLEXITY Jean-Guy Mailly Graduate Course (M1) INTELLIGENT AGENT Pavlos Moraitis Graduate Course (M1) KNOWLEDGE REPRESENTATION AND REASONING Elise Bonzon, Jean-Guy Mailly and Julien Rossit Graduate Course (M1) LOGIC PROGRAMMING Jérôme Delobelle and Julien Rossit Graduate Course (M1) NON-MONOTONIC REASONING Jean-Guy Mailly Graduate Course (M2) AUTOMATED NEGOTIATION Carles Sierra and Jean-Guy Mailly Graduate Course (M2) COMPUTATIONAL ARGUMENTATION Pavlos Moraitis Graduate Course (M2) DECISION THEORY Elise Bonzon Graduate Course (M2) SINGLE AND MULTI AGENT PLANNING Pavlos Moraitis SEMINARS AND GROUP MEETINGS PANAMAGENTS: THE AGENTS SEMINAR IN PARIS PANAMAGENTS is a seminar on intelligent agents and multi-agent systems, the offspring of a collaboration among three Parisian labs: LIPADE/DAI group (Université Paris Cité), LIP6/SMA Group (Univ. Pierre et Marie Curie), and LAMSADE (Univ. Paris Dauphine). Each seminar is taking place in one of these labs. You can find here the speakers who have given their seminar in LIPADE. WHERE WE ARE We are located in the center of Paris, in the bustling Saint–Germain-des-Prés area, and a short 5 minutes walk across the river Seine from the Louvre. Once you arrive at the building (see map below), walk through the main entrance and straight ahead, make a right to the large hall (with the staircases), and take the elevator to the 8th floor. On exiting the elevator make a left, and walk to the end of the corridor. Our offices are located in the two corridors to the left and to the right. Closest Metro stations (5-8 minutes walk): St Germain des Prés (M4), Sevres Babylone (M10, M12) Closest Bus stations (0-5 minutes walk): Jacob (39, 95), St Guillaume (63), Pont du Carrousel–Quai Voltaire (24, 27) More detailed directions, including maps with the metro/bus stations and instructions on how to arrive from the airports.