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


=== Introduction to MultiAgent Systems ===
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.


Download the [https://www.enib.fr/~chevaill/documents/master/siia-mas_multiagent-systems.pdf Course material].
It is organized as follows:


* Part One: Basic concepts, agent architectures and technologies
* 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.


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.
== Complex systems & Agent-Based Model And Simulation ==
Jeremy Riviere, Associate Professor at UBO.


* Part Two: collective behavior in multi agent systems
* [[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]]
-->


* Part Three: Approches in the modeling of multiagent systems
== Sujets projets 2021 - 2022 ==
<!-- * [[Media:Projets_SMA_Riviere.pdf|Sujets de projets proposés par Jérémy Rivière]] -->


=== 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.
== Multi-Agent Systems For System Biology ==
By Pascal Ballet, Associate Professor at UBO.


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


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.
2) [https://centyllion.com Simulator]


==== Agents using the protocol ====
It is organized as follows:


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


==== Many agents ====
== Annales d'examen ==
 
2021 P. Ballet : [https://docs.google.com/document/d/1xFcqLkPEMiAl1iAVsqD4PPOkN71Ff2I4Qb6HErvIVEo/edit?usp=sharing sujet]
Implement a solution where many agents can run the protocole concurrently.
 
== Complex systems & Agent-Based Model And Simulation ==
Jeremy Riviere, Associate Professor at UBO.

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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