Multiobjective Reinforcement Learning Algorithms Elevator Group Control

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Multiobjective Reinforcement Learning Algorithms Elevator Group Control
Short Description: The goal of the project is to study MO RL algorithms and to apply them on an intelligent system for elevator group control.
Coordinator: MarcelloRestelli (restelli@elet.polimi.it)
Tutor: MarcelloRestelli (restelli@elet.polimi.it)
Collaborator:
Students: SimoneParisi (simone.parisi@polimi.it), NicolaSmacchia (nicola.smacchia@polimi.it)
Research Area: Machine Learning
Research Topic: Multiobjective Optimization
Start: 16/04/2013
Status: Active
Level: Ms
Type: Thesis

Dopo uno studio dello stato dell'arte si analizzeranno nuovi possibili algoritmi RL per problemi MO e si testeranno sul problema di controllo di un gruppo di ascensori.