Team : SMA - Multi-Agent Systems
Axes : AID (👥👥), ASN (👥).Team leader :
Nicolas Maudet Campus Pierre et Marie Curie 25-26/406
No event planned at present.
Short presentation
The multiagent systems team undertakes research in the following topics:
- multi-agent coordination: studying algorithms and protocols allowing several agents to coordinate (distributed planning, coalition formation, negotiation and deliberation, computational social choice, multi-agent learning);
- multi-agent simulation: dedicated to the modelling and simulation of complex human systems, in particular in the aim of designing and evaluating public policies (model calibration, scaling issues, participative simulations);
- agents' architectures and agents' languages: models, structures, and engineering issues related to the deployment of multi-agent systems (agent communication languages, multi-agent platforms);
- creativity and content generation: focused in particular on musical content generation, based on learning or multi-agent methods.
Multi-Agent Systems : coordination, interaction, learning, languages and multi-agent platforms
Selected publications
- A. Beynier, N. Maudet, S. Rey, P. Shams : “Swap Dynamics in Single-Peaked Housing Markets” Autonomous Agents and Multi-Agent Systems, vol. 35 (2), pp. 20, (Springer Verlag)[Beynier 2021]
- J.‑D. Kant, G. Ballot, O. Goudet : “WorkSim, an Agent-Based Model to Study Labor Markets” Journal of Artificial Societies and Social Simulation, vol. 23 (4), (SimSoc Consortium)[Kant 2020]
- Y. Chevaleyre, U. Endriss, N. Maudet : “Distributed Fair Allocation of Indivisible Goods” Artificial Intelligence, vol. 242, pp. 1-22, (Elsevier)[Chevaleyre 2017]
- J.‑P. Briot, G. HADJERES, F.‑D. Pachet : “Deep Learning Techniques for Music Generation -- A Survey” [Briot 2019c]
- A. Beynier : “A Multiagent Planning Approach for Cooperative Patrolling with Non-Stationary Adversaries” International Journal on Artificial Intelligence Tools, vol. 26 (5), (World Scientific Publishing)[Beynier 2017]
- P. Le Pelletier de Woillemont, R. Labory, V. Corruble : “Automated Play-Testing Through RL Based Human-Like Play-Styles Generation” AIIDE'22: Proceedings of the Eighteenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment n°18, AIIDE'22, Ponoma, CA, United States, pp. 146-154, (AAAI Press), (ISBN: 978-1-57735-877-0)[Le Pelletier de Woillemont 2022]
- N. Fradet, J.‑P. Briot, F. Chhel, A. El Fallah‑Seghrouchni, N. Gutowski : “MidiTok: A Python Package for MIDI File Tokenization” Extended Abstracts for the Late-Breaking Demo Session of the 22nd International Society for Music Information Retrieval Conference, Online, United States[Fradet 2021]
- V. Mascardi, D. Weyns, A. Ricci, C. Benac Earle, A. Casals, M. Challenger, A. Chopra, A. Ciortea, L. Dennis, Á. Fernández Díaz, A. El Fallah‑Seghrouchni, A. Ferrando, L.‑?. Fredlund, E. Giunchiglia, Z. Guessoum, A. Günay, K. Hindriks, C. Iglesias, B. Logan, T. Kampik, G. Kardas, V. Koeman, J. Larsen, S. Mayer, T. Méndez, J. Nieves, V. Seidita, B. Tezel, L. Varga, M. Winikoff : “Engineering Multi-Agent Systems: State of Affairs and the Road Ahead” Software Engineering Notes, vol. 44 (1), pp. 18-28, (Association for Computing Machinery)[Mascardi 2019]
- C. Herpson : “Dedale : Demonstrating a realistic tesbed for decentralized multi-agents problems” Advances in Practical Applications of Survivable Agents and Multi-Agent Systems: The PAAMS Collection, Aquila, Italy[Herpson 2020]
- M. ABDALLAH, C. Griwodz, K.‑T. Chen, G. Simon, P.‑Ch. Wang, Ch. Hsu : “Delay-Sensitive Video Computing in the Cloud: A Survey” ACM Transactions on Multimedia Computing, Communications and Applications, vol. 14 (3s), pp. 54, (Association for Computing Machinery)[ABDALLAH 2018a]