Calendrier :

16/12/05 : constitution des groupes et choix des sujets
18/01/06 : première version du plan qui doit être validée par l'encadrant
24/01/06, 25/01/06, 30/01/06 : présentation et exposé,
30/01/06 : Remise des pages pour inclusion sur le site du cours

Consignes et recommandations :

Ne pas hésiter à contacter l'encadrant du sujet.
Placer la ou les pages dans un dossier (appelé 'martindurand' si le binôme est constitué de Martin et Durand) et appeler la page de départ du site : index.html.
Ne pas mettre de caractères accentués, blancs ou bizarres dans les liens entre pages
Ne pas mettre d'éléments actifs dans les pages.
Le dossier (zippé ou non) ainsi que la présentation devront être envoyés par mail, en fichier attaché à l'encadrant du sujet et à boissier AT emse DOT fr pour le 31/01/06.

Sujets

Thème: Négociation Multi-Agent

Sujet : Négociation multilatérale, Plusieurs agents, pour un seul objet
Encadrant : O. Bucur (Bucur AT emse DOT fr)

T. D. Nguyen and N. R. Jennings (2004) "Coordinating multiple concurrent negotiations" Proc. 3rd Int. Conf. on Autonomous Agents and Multi-Agent Systems , New York , USA 1064-1071.
T. D. Nguyen and N. R. Jennings (2004) "Reasoning about commitments in multiple concurrent negotiations" Proc. 6th Int. Conf. on E-Commerce ,Delft, The Netherlands, 77-84.
P. Anthony and N. R. Jennings (2003) "Developing a bidding agent for multiple heterogeneous auctions" ACM Trans on Internet Technology 3 (3)185-217.
P. Anthony and N. R. Jennings (2003) "A heuristic bidding strategy for multiple heterogeneous auctions" Proc. 5th Int. Conf. on Electronic Commerce, Pittsburgh, USA , 9-16.

Sujet : Négociation par argumentation
Encadrant : O. Bucur

Carles Sierra, Nick R. Jennings, Pablo Noriega, Simon Parsons, A framework for Argumentation Based Negotiation" (1998), Fourth International Workshop on Agent Theories Architectures and Languages (ATAL-97)
Sarvapali D. Ramchurn, Nicholas R. Jennings , Carles Sierra, Persuasive Negotiation for Autonomous Agents: A Rhetorical Approach",
Chris Reed, "Argumentation Theory and Multi-Agent Systems" (1997),
Simon Parsons, Carles Sierra, Nick Jennings "Agents That Reason and Negotiate By Arguing" (1998), Journal of Logic and Computation
Sarit Kraus, et al., "Reaching Agreements Through Argumentation: A Logical Model and Implementation (1998), Proceedings of the 12th International Workshop on Distributed Artificial Intelligence

Thème : Apprentissage Multi-Agent

Sujet : étude d'un SMA intégrant la coopération entre agents par apprentissage automatique et enchères pour la réalisation de tâches complexes apprises.
Encadrant : P. Beaune (Beaune AT emse DOT fr)

http://bankston.cs.lamar.edu/~qi/
A Multi-agent system integrating Reinforcement Learning, Bidding and genetic Algorithms, Dehu Qi and Ron Sun, Web Intelligence and Agent Systems, 1 : (3-4), 2003
Cooperative Agents through Bidding, Dehu Qi and Ron Sun, the 2004 IEEE International Conference on Information Reuse and Integration (IEEE IRI-2004), Las Vegas, NV, 2004
Integrating Reinforcement Learning, Bidding and genetic Algorithm, Dehu Qi and Ron Sun, the 2003 IEEE/WIC International Conference on Intelligent Agent Technology (IAT 2003), Halifax, Canada, 2003

Sujet : Apprentissage dans un système à agents non coopératifs
Encadrant : P. Beaune

http://ai.stanford.edu/~shoham/
http://www.stanford.edu/~wrp/
Learning against opponents with bounded memory , Rob Powers and Yoav Shoham, IJCAI 2005
New Criteria and a New Algorithm for Learning in Multi-Agent Systems, Rob Powers and Yoav Shoham, NIPS 2004/2005
Apprentissage Multi-Agent, Notes de cours, Département d'informatique et de recherche opérationnelle, Université de Montréal, Montréal, QC, Marc-Olivier LaBarre

Thème : Confiance et réputation dans les systèmes multi-agents

Sujet : La confiance dans les réseaux peer-to-peer
Encadrant : L. Vercouter (Vercouter AT emse DOT fr)

K. Aberer and Z. Despotovic: Managing Trust in a Peer-2-Peer Information System, Proceedings of the Ninth International Conference on Information and Knowledge Management (CIKM), 2001
Th. G. Papaioannou and G. D. Stamoulis. Effective Use of Reputation in Peer-to-Peer Environments. In Proc. of IEEE/ACM CCGRID 2004 (Workshop on Global P2P Computing), April 2004

Sujet : le modèle REGRET
Encadrant : L. Vercouter

Jordi Sabater, Carles Sierra: Reputation and social network analysis in multi-agent systems. AAMAS 2002: 475-482
Jordi Sabater, Carles Sierra : REGRET: A reputation model for gregarious societies (2000)

Thème : Planification Multi-Agent

Article d'intérêt général à ce thème :

M.E. Pollack, "The Uses of Plans," Artificial Intelligence, 57(1):43-69, 1992.

Sujet : Making Plans (1/2)
Encadrant : O. Boissier

M. E. Pollack and J. F. Horty, "There's More to Life than Making Plans: Plan Management in Dynamic, Multi-Agent Environments," AI Magazine, , 20(4):71-84, 1999,
M. E. Pollack and C. McCarthy, "Towards Focused Plan Monitoring: A Technique and an Application to Mobile Robots," IEEE International Symposium on Computational Intelligence in Robotics and Automation (CIRA), November 1999.
M. M. Veloso, M. E. Pollack, and M. T. Cox, "Rationale-Based Monitoring for Planning in Dynamic Environments," Proceedings of the 4^th International Conference on AI Planning Systems, Pittsburgh, PA, June, 1998.
J. F. Horty and M. E. Pollack, "Option Evaluation in Context," Proceedings of the 7^th Conference on Theoretical Aspects of Rationality and Knowledge (TARK), Chicago, IL, July 1998.

Sujet : Making Plans (2/2)
Encadrant : O. Boissier

M. E. Pollack and J. F. Horty, "There's More to Life than Making Plans: Plan Management in Dynamic, Multi-Agent Environments," AI Magazine, , 20(4):71-84, 1999.
N. Onder and M. E. Pollack, "Conditional, Probabilistic Planning: A Unifying Algorithm and Effective Search Control Mechanisms,"Proceedings of the 16^th National Conference on Artificial Intelligence (AAAI-99) , July, 1999.
M. E. Pollack, I. Tsamardinos and J. F. Horty, "Adjustable Autonomy for a Plan Management Agent," 1999 AAAI Spring Symposium on Adjustable Autonomy, Stanford, CA, March, 1999
M. E. Pollack, C. E .McCarthy, S. Ramakrishnan, I. Tsamardinos, L. Brown, S. Carrion, D. Colbry, C. Orosz, and B. Peintner, “Autominder: A Planning, Monitoring, and Reminding Assistive Agent,” 7th International Conference on Intelligent Autonomous Systems, March, 2002.

Sujet : Partial Global Planning
Encadrant : O. Boissier

Durfee, E.H. and Lesser, V.R.. Partial Global Planning: A Coordination Framework for Distributed Hypothesis Formation. In IEEE Transactions on Systems, Man, and Cybernetics, Volume 21, Number 5, pp. 1167-1183. September, 1991.
Lesser, V.; Decker, K.; Wagner, T.; Carver, N.; Garvey, A.; Horling, B.; Neiman, D.; Podorozhny, R.; NagendraPrasad, M.; Raja, A.; Vincent, R.; Xuan, P.; Zhang, X.Q. Evolution of the GPGP/TAEMS Domain-Independent Coordination Framework. In Proceedings 1st International Conference on Autonomous Agents and Multi-Agent Systems (Plenary Lecture/Extended Abstract), pp. 1-2. 2002.

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Consignes et recommandations :

Sujets