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== Multi-Agent Systems ==
== Multi-Agent Systems ==
By Pierre Chevaillier, Professor at ENIB.
By Pierre Chevaillier, Professor at ENIB.


[http://www.enib.fr/~chevaill/documents/master/siia-mas_multiagent-systems.pdf Handout of the course].
This course is merely an introduction to multiagent systems. First, the course presents the basic principles related to the concepts of agent  and multiagent systems. Next the course gives a broad overview of the different conceptual solutions and  types of technology used for designing agent-oriented softwares. The second part of the course is devoted to the coordination mechanisms in MAS.  


=== Part One: Basic concepts, agent architectures and technologies ===
It is organized as follows:


This first lesson presents the basic principle related to the concepts of agent and multiagent systems. Next it gives a broad overview of the different conceptual solutions and types of technology used to designing agent-oriented software.
* 4 hour class (formal lecture)
* 4 hour practical work. Implementing the Contact Net Protocol using the Gama platform, which students can install on their own computer.


=== Part Two: collective behavior in multi agent systems ===
== Complex systems & Agent-Based Model And Simulation ==
 
Jeremy Riviere, Associate Professor at UBO.
=== Part Three: Approches in the modeling of multiagent systems ===
 
=== IT Laboratory ===
 
The objective of this Lab work is to implement a Contract Net Protocol (CNP). It will be implemented on the Gama platform. Here is a [http://www.enib.fr/~chevaill/documents/master/test_fipa1.gaml basic example] that illustrates the facilities the Gama platform provides to implement FIPA compliant communication protocols.


==== The protocole ====
* [[Media:Multi-agents_systems_and_interactive_simulation.pdf|Supports de cours]]
<!--
* [[Media:Exercice_Modélisation_Termites.pdf|Exercice de modélisation]]
** [[Media:Solution_Exercice_de_modélisation_Termites.pdf|Solution]]
-->


Step by step implementation of the CNP. The objective is to implement the way agents produce and process the different types of communicative acts that support the protocol.
== Sujets projets 2021 - 2022 ==
<!-- * [[Media:Projets_SMA_Riviere.pdf|Sujets de projets proposés par Jérémy Rivière]] -->


==== Agents using the protocol ====


At this point, the agent that initiates the protocole (the initiator) does it only once. We want now to make the agents able to use the protocole on purpose, namely when they have something to do and cannot perform it by their own.
== Multi-Agent Systems For System Biology ==
By Pascal Ballet, Associate Professor at UBO.


==== Many agents ====
1) [https://docs.google.com/document/d/1VWTJaFk0Gfv6Hg-cXRZ2GpT9zTwkBMf9W08ZeOKfHzQ/edit?usp=sharing Course]


Implement a solution where many agents can run the protocole concurrently.
2) [https://centyllion.com Simulator]


== Complex systems & Agent-Based Model And Simulation ==
It is organized as follows:
Jeremy Riviere, Associate Professor at UBO.


=== Part One: Complex systems, Models and Simulations ===
* 2 hour class (formal lecture)
[[Media:Systèmes_Complexes1.pdf|Introducing]] the concept of complex systems, and answering the questions "why" and "how" do we need to model and simulate them.
* 2 hour practical work. Implementing complexe systems with the simulator


=== Part Two: MAS for modelling and simulating complex systems ===
== Annales d'examen ==
* [[Media:SMA_pour_la_modélisation_et_la_simulation_de_systèmes_complexes,_implémentation_en_Java.pdf|Model engineering]] and implementing MAS simulation with Java.
2021 P. Ballet : [https://docs.google.com/document/d/1xFcqLkPEMiAl1iAVsqD4PPOkN71Ff2I4Qb6HErvIVEo/edit?usp=sharing sujet]
* [[Media:TPs_et_tutoriel_Repast.zip|Practical works and tutorial]]
* [[Media:La_plateforme_JADE_Bibliographie_et_références_du_cours.pdf|JADE platform and bibliography]]

Dernière version du 25 novembre 2021 à 09:27

Multi-Agent Systems

By Pierre Chevaillier, Professor at ENIB.

This course is merely an introduction to multiagent systems. First, the course presents the basic principles related to the concepts of agent and multiagent systems. Next the course gives a broad overview of the different conceptual solutions and types of technology used for designing agent-oriented softwares. The second part of the course is devoted to the coordination mechanisms in MAS.

It is organized as follows:

  • 4 hour class (formal lecture)
  • 4 hour practical work. Implementing the Contact Net Protocol using the Gama platform, which students can install on their own computer.

Complex systems & Agent-Based Model And Simulation

Jeremy Riviere, Associate Professor at UBO.

Sujets projets 2021 - 2022

Multi-Agent Systems For System Biology

By Pascal Ballet, Associate Professor at UBO.

1) Course

2) Simulator

It is organized as follows:

  • 2 hour class (formal lecture)
  • 2 hour practical work. Implementing complexe systems with the simulator

Annales d'examen

2021 P. Ballet : sujet

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