Embedded Files
Previous years
2021Multi-agent systems and agent-based simulation are very active fields of AI research with multiple industrial and societal applications. This course introduces the field of MAS, the methodological aspects of designing a MAS, tools for implementing them, and some of their applications. It has both a theoretical part and a practical part, including discussing papers from the literature and implementing models in the GAMA simulation platform.Different dimensions of multi-agent systems will be discussed: modelling the environment, the agents, their interactions and organisation, their reasoning and planning, including the influence of psychological factors such as emotions. Each concept will be illustrated by implementing and extending an agent-based model. The course will also address various existing concrete applications: social emotional agents and robots, simulation for crisis management, video games, etc
The course will be a mix of theory, practice, group discussions around papers, case studies...
Useful links: Collaborative document for the readings : https://pad.le-filament.com/p/9pywMOSIG-MAS-readings ; Chamilo - you need to register for the course to get emails ; Timetable.Course planning: January 25 - final exam, 2 hours. ; January 4 - Epidemics modelling + debate. Last course. PDF ; September 28 - Intro to MAS, agents, environments. PDF
2020Courses every Tuesday 2pm at ENSIMAG (C005). Online scheduleLockdown : courses will now be on ZOOM, slides on Chamilo, videos on VideosUGA or Youtube - September 29 : introduction - PDF - October 6 : architectures - PDF - presentation by Catarina - October 13 : planning - PDF - presentation by Lucas - October 20 : cooperation - PDF - presentation by Leonel - October 27 - holidays - November 3 - agent-based modelling and simulation - PDF - presentations by Piotr and Pranjita - video - November 10 - GAMA tutorial #1 - PDF - GAMA platform: Github. Releases. GAML reference. - November 17 - organisation - papers presentations by Jonas Lindner and Junyi Zhong. PDF - November 24 - communication - papers presentations by Youhana Mikhaiel and Hao CHEN. PDF - December 1 - GAMA tutorial #2 - PDF - December 8 - human factors - papers presentations by Yidong Huang. PDF - December 15 - game theory - papers presentations by Clément Domps and Lyheang Ung and Mohammad Ali Raisi - PDF - video - December 22, 29 - holidays - January 5 - tutorial with solution : PDF - January 26 pm - exam - Zoom for questions - Subject Exam_MAS_MOSIG.pdf
2019Courses every Tuesday 2pm at ENSIMAG (online schedule)The new course page is now on ChamiloGAMA platform on Github. Download latest release (1.8) here.Courses initially in H201, now in D207. See ADESlides for course 1 (introduction, agents, environments) : PDFSlides for course 2 (agents architectures, BDI) : PDFSlides for course 3 (agent planning) : PDFSlides for course 4a (coordination, game theory, DPS) : PDF Some fun about cooperationCourse 6 : Agent-based modelling and simulation : PDFCourse 7 is a first tutorial with GAMA (Schelling segregation model) : PDFDownload data : buildings.shp or buildings2.shpCourse 8 (Nov 26) : communication : PDFCourse 4b : organisation (Dec 3) - PDFCourse 9 (Dec 10) : human factors, emotions, trust - PDFCourse 10 (Dec 17) : second tutorial with GAMA. Bring your computer. PDFChristmas holidays (Dec 21 - January 5)Course 12 (Jan 7) : tools; practical: how to design a conceptual model (exam training)Instruction slides - solution slidesFinal Exam = 4th February (Annals on Chamilo)
2018Dashboard AlfrescoOfficial webpage for the master, and for the MAS course. Planning on ADE. New link ADEExtracts from past years exams here. All (paper) documents authorised.ScheduleFriday 5 October - course 01 - Introduction to Multi-Agent Systems - slidesTuesday 9 October - course 02 - Agent architectures - slides (13h30 to 15h ENSIMAG D117)Friday 12 October - course 03 - Planning - slides (14h ENSIMAG D117)Tuesday 16 October - course 04 - Coordination - slides (13h30 to 15h ENSIMAG D117)*** AUTUMN BREAK No course Friday 19/10 and Friday 26/10, Holiday November 2 ***Friday 9 November - course 05 - Organisation - slidesFriday 16 November - course 06 - Communication - slidesTuesday 4th December (replacing Friday 23 November) - course 07 - Agent-Based Simulation (course) - slidesTuesday 11 December (replacing Friday 30 November and Friday 7th December) - course 08 and 09 - GAMA tutorial - slidesFriday 14 December - course 11 - Human factors in agent decisions (emotions, trust, etc) - slidesLast course : Tuesday December 18 - exam preparation tutorial. Tuto slides Complete slides with solutionLast year exam PDF
Page updated
Google Sites
Report abuse